He sat in the chair, legs crossed, arms folded. His shoulders felt stiff. He saw her, across the desk. The years hadn't been kind. The woman in front of him looked fragile, as if a strong breeze could shatter her.

He knew her history. The way he had treated her. Shame coiled in his gut. He had worked so hard to become someone different. To atone. He felt a lump in his throat.

He started the session, careful with his words, careful with his eyes. He wished he could go back and change everything.

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