I felt a punch to my gut as the words left the lawyer's mouth. β€œTo Bethany, the family's art studio. To me… a box of old letters from our parents.” I stared at Bethany, who was already beaming, her eyes shining with joy. The art studio? I'd spent my entire childhood there, watching my parents create.

I excused myself, needing to flee. The air inside the house felt thick, stifling. I walked for hours, not caring where I was going. My legs ached, my head pounded. I found myself in a park, watching the children play. I looked at the world, but it was like I was seeing everything for the first time.

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