The silence in the apartment was deafening, the only sound the persistent hum of the refrigerator. I stared at the empty space on the bookshelf where I usually kept my plants, a space my roommate, Ben, wanted to fill with a birdcage. The image of a feathered creature flitting around the small room sent a shiver down my spine.

My shoulders slumped as I thought of the noise, the potential mess, the sheer confinement the bird would endure. My breath hitched. I felt trapped, suffocated by the very walls around me.

I gripped the arms of the chair, my knuckles turning white. The weight of his desires was crushing me. I couldn't breathe.

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