He stared at the photograph on his desk, a picture of him and Michael on a hike, laughing. The image, once a source of comfort, now felt like a taunt. He’d discovered that Michael’s claims of being a doctor were false – he was a nurse.

A wave of nausea washed over him. The air in his office suddenly felt thin, as if he were suffocating. He felt a pressure building behind his eyes, a throbbing reminder of the constant anxiety that had settled in.

He found himself avoiding eye contact with colleagues, fearing they’d see the turmoil etched on his face. He felt exposed, stripped bare, his carefully constructed facade of composure crumbling around him. The photo was shoved in a drawer.

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