He knew he was being irrational. But he couldn't help it. His mind was a battlefield, replaying every mistake he’d ever made, every fear he’d ever harbored. He felt his heart skip a beat and then pound wildly against his ribs. He felt the skin prickle on his arms and back.

He’d been trying to get a promotion, but this was all a cosmic joke. All of his best efforts felt insignificant now.

He ran his hand through his hair, over and over, as if trying to smooth away the turmoil inside. The oppressive closeness of the elevator was exacerbating everything. He had to escape, had to get out.

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