The news felt like the final blow. He should be outside. He was usually the first to help, a kind and helpful neighbour. He stayed, paralyzed, in his bedroom, the fallen tree the subject of his dread.

The crash had been a sign, wasn't it? He felt the familiar weight pressing down on him, the feeling of suffocation. The sun was up. The birds were chirping. The world was going on as if nothing had happened. He wanted to scream.

He closed his eyes. Then he drew the curtains. He would stay in his bed. He would not see. He would not feel. He would simply endure.

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