He stared at the blank screen, the cursor blinking like a mocking eye. The novel, his novel, sat completed on the desk. He hadn't meant for her to find it. He wanted to tell her, but he felt a knot tightening in his throat.

He had started leaving the house before she woke, returning after she was asleep, so he wouldn't have to face her. The familiar rituals of their life together, making coffee, watching the evening news, now felt like impossible exercises. The scent of her perfume, which he had always loved, felt like a constant ache in his head.

He sat for hours, trying to eat, trying to think, but his thoughts had become a frantic jumble. The apartment, once a sanctuary, was now a cage of his own making.

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