The sun glinted off the polished wood of the Buddhist temple. His daughter, Maya, was taking tea with a group of monks. She looked completely relaxed, at peace. He felt his jaw clench.

He tried to engage her in conversation, but she only offered vague, placid answers, using words like “centering” and “grounding.” He felt a frustrated energy build inside him.

Later, he found himself throwing darts at a board, each throw sharper and more forceful than the last. He wished he understood.

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