He closed his eyes, his breaths coming in sharp, shallow gasps. His painting, “The Forgotten Path,” was someone’s skin now. His studio, usually his refuge, now felt like a prison.

He paced. He ran his hands through his hair. He remembered the hours spent on each intricate detail, each carefully chosen color. Now, it was just…there. In the world. In the hands of someone else.

He felt a deep sense of betrayal, like a friend had turned on him. The silence of the house became deafening. He poured himself some alcohol and downed it.

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