The photograph, faded and creased at the edges, trembled in her hand. Sarah looked at it, again. There they were, the two of them, grinning broadly, their arms slung around each other's shoulders. Now, she stood outside his office building, staring up at the glass and steel, her heart pounding a frantic rhythm against her ribs.

She had spent weeks, months even, working up the nerve to do this. He had not responded to her messages. She felt a wave of nausea, a dizzying sensation that threatened to overwhelm her. The sharp pain behind her eyes was almost unbearable.

Her carefully constructed facade of optimism shattered like glass. The photograph, once a symbol of shared history, now felt like a cruel joke. She crumpled it up and shoved it into her pocket, the paper scratching against her palm.

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