The discovery left Maya breathless. Her heart hammered against her ribs as she stared at the open journal, its pages exposed. The world seemed to tilt on its axis. Every surface of the room seemed to mock her, every object a witness to her invasion.

She was suddenly self-conscious of every word she uttered, of every gesture she made. She found herself avoiding her roommate, Sarah, and the comfortable banter they once shared had turned into a stiff silence. The joy and comfort of their living space had vanished, replaced by an unsettling unease.

She began to feel a deep sense of shame and humiliation. She felt raw and vulnerable, as though her skin had been peeled away. The safe haven of her dorm room had become a place of dread.

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