The house became a prison of routine. He would wake at the same time, eat the same breakfast, and walk the same route through the house. He repeated the motions. He found himself avoiding certain rooms, the spaces where the crime had taken place. He wouldn't go in the master bedroom.

He saw the faces in the window. He was sure of it. He would go to the window and look out, and the faces would disappear. He started barricading the doors at night. He started sleeping with a knife under his pillow.

He was losing his grip.

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