The world felt distorted, the colors too bright, the sounds too loud. Sarah found Alex in the garden, meticulously weeding a small patch of soil. The sun was beating down, yet Sarah felt a chill deep in her bones.

He was speaking, muttering to himself, his words unfamiliar yet chillingly familiar. Spanish. His Spanish. He'd never shown the slightest interest in her family's language before.

She approached him slowly, her legs feeling heavy. He turned, a look of surprise on his face.

"What's wrong?" he asked, his brow furrowed with concern.

She wanted to collapse. Everything felt fragile, on the verge of shattering. She opened her mouth to speak, but no words came out.

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