The air crackled with a strange energy. The bear sat on a low, dusty table, its stitched smile a permanent fixture. It was a mirror image of the bear he had loved, that was lost in a house fire. A burning sensation erupted in his throat.

A boy, maybe seven or eight, was already tugging at his mother’s sleeve. He wanted it. His mother was smiling, already reaching for her purse. The scene was playing out as it should have, for someone else.

He walked away, shoving his hands into his pockets, and the air around him seemed to freeze. He knew the boy would have it forever.

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