The critic’s words echoed in Leo's head, each sentence a hammer blow to his carefully constructed confidence. “Flavorless… uninspired… a waste of perfectly good produce.” He sat alone at the bar of "Leo's Bistro," nursing a whiskey. The usual convivial atmosphere of the restaurant felt distant, alien. He watched the few remaining diners, their laughter seeming mocking, their enjoyment a cruel illusion. He thought of all the hours he spent perfecting his techniques, sourcing the best ingredients, struggling to keep his small business afloat. The whiskey burned a path down his throat, but did little to soothe the rawness inside.

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