He read the message again and again. Each word was a punch to the gut. His elaborate plans crumbled before his eyes. All the effort, the detail, the anticipation. Gone.

He felt a deep sense of betrayal, not just by the cancellation, but by the apparent ease with which everything had been discarded. He crumpled the paper in his hand.

He kicked the chair out of frustration, the force causing it to slam against the wall. The sound echoed in the empty room. He could not sit still. He could not think.

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