The office felt like a battleground. He felt a pervasive, unsettling unease that ran through him like a physical sensation. He avoided eye contact, his gaze darting around the room, always searching for an escape route. The sound of the new employee’s clicking keyboard, a rhythmic metronome, was a constant reminder of the ticking clock.

He started arriving late and leaving early, minimizing his exposure to the situation. He ate lunch alone in the break room, trying to keep out of sight, and he spent his breaks outside, trying to gather his thoughts, staring blankly at the brick wall of the building.

One day, he walked past the new guy’s desk and caught a glimpse of his own replacement’s computer screen. The new man was working on something he used to love. The ache in his chest became a pain, sharp and intense.

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