The tiny, crayon-scrawled portraits were lined up on the refrigerator door. David stared at them, a bitter taste rising in his throat. Each drawing showcased the same recurring character: a mischievous, purple dragon named "Zoom." A character who had, once, been his.

David had spent hours as a child, lost in fantastic adventures with Zoom. A wave of irritation washed over him as he pictured Lily and the dragon, giggling together.

He looked at the refrigerator door, the drawings on display, and then at the clean, blank space on his own side. The feeling in his gut was a dull ache. He knew it was childish, but he didn't care.

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