The attic air hung thick and dusty, catching in Amelia's throat like a forgotten secret. Sunlight sliced through a crack in the boarded-up window, illuminating swirling motes of dust that danced in a silent, accusatory ballet. Her father's old trunk, overflowing with memories, sat center stage. Inside, nestled amongst moth-eaten sweaters and faded photographs, she found it: a dog-eared notebook, scrawled in her mother’s familiar, looping script. A bucket list. Amelia’s fingers, cold and clumsy, traced the uneven lines. Item number one: "See the Northern Lights." Her chest felt a pressure, a knot tightening with each word.

The list went on, each entry a fresh stab: "Learn to play the cello," "Write a novel," "Visit the Taj Mahal." Amelia slammed the trunk lid shut, the sound echoing in the confined space. She stumbled backward, the floorboards groaning under her weight. The sunlight, once welcoming, now felt like a cruel spotlight, exposing her inadequacy.

She ran downstairs, her heart hammering against her ribs, the notebook clutched in her hand. The kitchen was eerily silent, the scent of lavender from the potpourri on the counter seemed to mock her. She couldn’t shake the feeling of being watched, judged by a ghost. Every tick of the grandfather clock in the hallway sounded like a hammer blow against her skull.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354