The aroma of freshly baked bread filled the bakery, but the scent didn't bring any comfort to George. The text message, a compliment on a cake he’d baked, was meant for his wife. It had been sent to his former pastry school classmate, Chloe, who was now a celebrated chef. George's jaw clenched. Chloe’s successes, her Michelin stars, the critical acclaim, always felt like a personal affront. He wiped his brow with the back of his hand, a sudden wave of heat washing over him. The bakery, usually his sanctuary, felt oppressive and confining.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231