The news of the exhibition spread like a wildfire, each headline a fresh sting. Maya clutched her phone, her knuckles white. Her artwork, her life’s work, was being showcased, but she was nowhere to be found. She felt a profound sense of violation.

She sat on her bed, her back rigid. Days blurred into weeks. Each day felt like a struggle, a battle against an invisible enemy. The walls of her apartment began to close in. Sunlight hurt.

She couldn't bring herself to eat, to shower, to leave her apartment. The thought of facing the world, of confronting the theft, filled her with dread. The silence in her apartment was deafening, amplified by the relentless pounding of her own heart. She felt like an empty shell.

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