He’d found the letter in a box of old photographs. It was a letter to his younger brother, Thomas. He’d intended to mail it after their falling out. Now, the words resurrected a past he’d tried to excise, a past that still left him drained and hollow.

The cheap paper felt rough against his fingertips. His eyes darted across the lines, each one a stab of regret. He was aware of the slow, shallow breaths he was taking. A familiar tightness constricted his chest. He hated how it made him feel, how he was powerless against it.

His knuckles whitened as he gripped the letter. He saw Thomas’s face, etched with disappointment. The air felt thick, heavy with unspoken things. He crumpled the paper, throwing it across the room. He felt the familiar weight of self-loathing begin to settle on him, heavy and unavoidable.

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