The sun was setting, casting long shadows across the living room. Leo sat hunched over the box, a mountain of paper separating him from the present. He’d stumbled upon a particularly scathing essay he’d written in high school, filled with teenage bravado and misguided opinions. His mother had carefully underlined his mistakes, red ink bleeding through the thin paper.

He ran a hand through his hair, a nervous gesture. He hadn't known she was even paying attention, let alone keeping a record. The weight in his shoulders was almost unbearable, a physical manifestation of something heavy and unwelcome.

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