“You should take the lead on the renovations, you're so good with this kind of thing, Alex." Her brother, Ben, said, gesturing around the old house with a flourish. His voice was bright, his smile wide. He looked utterly at ease.

Alex swallowed the words that rose in her throat. She had wanted to offer her own ideas, her own vision. But Ben, with his effortless charm, had already taken over the narrative.

She found herself trailing behind him as he toured the property, a vague ache in her chest. She longed to feel the same sense of ownership, the same enthusiastic anticipation he seemed to possess.

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