The world tilted on its axis for Leo. He'd poured his heart out in a text, confessing his feelings to the girl he’d been secretly crushing on, Sarah. The message, however, was now with his best friend, Mark, who was utterly incapable of keeping a secret. He dropped the phone, the screen facing down, and a gasp escaped his lips.

He felt a strange burning sensation in his chest. He paced frantically in his small apartment, the footsteps echoing in the sudden silence. He knew what was coming: the jokes, the ribbing, the knowing looks. He wanted to disappear. He felt a terrible sense of dread.

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