"You were always so dramatic," his sister said, her voice laced with a gentle mockery as she read the diary aloud. He sat across from her at the kitchen table, the words on the screen feeling like a physical assault. His sister's diary was always far more boring, far more normal, and now, he was suffering the repercussions of his melodramatic youth. His sister laughed, and a fresh wave of irritation washed over him. He stood abruptly, knocking over his chair. He turned and walked away.

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