“To Isabelle, the family's bookstore. To Ethan… a series of unproduced scripts, written by our father.” Ethan couldn’t hide his reaction. His sister, the bookstore? He had always dreamed of writing. He swallowed hard. The room felt suddenly small, the air thick.

He left the reading immediately. He stalked through the garden, barely seeing the blooming roses he’d once tended with his father. He kicked at a stone, sending it flying across the lawn. He slumped onto a bench, the silence pressing down on him. A wave of nausea rolled through him. He couldn’t look at the sky.

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