"Magnificent! Simply magnificent!" the food critic gushed, his words a dagger. Martha, watching the glowing review of "Midnight Kiss Cookies" – her “Shadowed Delights” – on her laptop, felt her chest constrict. She’d spent years perfecting the balance of dark chocolate and espresso, the secret ingredient that gave them their distinctive depth. The critic's effusive praise, the mention of the innovative baker, the celebrity chef, sent a bitter tang to her tongue. She closed the laptop with a snap, the silence of her tiny apartment suddenly deafening. Grabbing her coat, she stormed out, needing air, needing anything to displace this feeling of being hollowed out.

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