Rain lashed against the windows, mirroring the tempest inside David. He’d found the list hidden in Sarah's jewelry box: "See the Northern Lights." "Write a novel." "Fall in love." He swallowed hard. The last entry felt like a physical blow. The words throbbed in his mind, echoing her absence.

He crumpled the paper in his fist, the edges digging into his palm. He walked to the liquor cabinet, the contents inside an unwelcome invitation. They’d been together for five years, building a life, a shared history. Now, staring at these unfulfilled desires, he felt as if everything was built on sand.

He remembered her smile, the way she would brush a strand of hair from her eyes. He thought of all the times they'd talked about travel, about dreams deferred. His fingers trembled as he poured a shot, the amber liquid sloshing over the side of the glass. The silence of the apartment was deafening, each tick of the clock a hammer blow against his skull.

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