The ticking of the clock on the kitchen wall seemed to mock Leo. Each tick was a countdown, each second bringing him closer to another conversation about the proposed iguana. Amelia, his roommate, was relentless. He pressed his palms against his ears to try and block out the sound of her plans.

His heart hammered against his ribs. He felt a desperate urge to flee, to disappear. The thought of the cold, scaly creature, its silent judgment, filled him with a profound unease. The apartment, once a haven, now felt like a gilded prison.

He abruptly stood up and slammed the door behind him. He needed air, needed to be away from the impending doom.

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