The chipped paint on Amelia's porch seemed to mock her. Each morning, she'd step outside to collect the newspaper, and each morning, she'd catch a glimpse of Mrs. Henderson's pristine garden, a vibrant tapestry of imported blooms, all maintained by a silent, uniformed gardener. Amelia felt a tightening in her chest, a pressure that squeezed the air from her lungs.

She'd stare at her own struggling petunias, their wilting petals a stark contrast. The bitterness settled in her gut, heavy as lead. She’d go back inside, slamming the door, the sound echoing the frustration that simmered within her.

That evening, as she sat down to a meager dinner of canned soup, the memory of Mrs. Henderson’s overflowing patio furniture, with its plush cushions and expensive throw pillows, brought a sharp sting to her eyes. She pushed her plate away, the hunger suddenly gone, replaced by a hollow ache.

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