"Fine," David said, his voice flat as he answered the phone, his gaze fixed on the blank computer screen. He was now in finance, a department where the only emotion seemed to be boredom. He longed for the exhilaration of the events team.

He started smoking again, the acrid smoke a temporary distraction from the gnawing emptiness. His shoulders slumped, and he shuffled through the office like a ghost. He would often stare out the window, watching the world go by, each person seemingly enjoying themselves.

He started keeping to himself, avoiding conversations, answering questions with monosyllables. The world seemed dull, devoid of color. The joy had seeped out of him.

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