The front door slammed shut behind him with more force than intended. He needed space. His father’s unsolicited advice, delivered with the tone of a seasoned life coach, had been the final straw. He could feel his face burning. He started pacing in circles, his bare feet slapping against the cold tile. Each sentence of his father's speech played repeatedly in his mind, highlighting all his flaws. His chest tightened, making it hard to breathe. The house, usually a source of comfort, now felt like a prison.

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