He'd always prided himself on his self-control, but now, a low tremor ran through David's body. He wanted to shout. He wanted to scream. He wanted to break something. He did none of those things. He closed his eyes instead.

His father, standing across the kitchen table from him, looked old, defeated. The words had tumbled out, a confession years in the making. A son. Another son. And his father's attempt to rationalize his actions, to explain the circumstances, only made things worse.

David pushed past him, his throat tight, and grabbed his coat, the weight of the garment suddenly unbearable. He slammed the door behind him, the sound echoing in the silent house.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244