The aroma of freshly baked bread filled the bakery, yet Clara couldn't find any joy in the familiar scent. The review had decimated her reputation, and with it, her spirit. The critic had lavished praise on a rival baker's croissants, declaring them "divine." Clara’s creations, once loved, now seemed dull and lifeless in comparison. She watched a customer exit the bakery, a warm loaf held aloft, a gesture that used to make her heart soar. Now, it just deepened the ache. She ripped a piece of dough off and threw it hard against the wall.

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