envious - Story 45134 | Emotion Vectors in Gemma4-31B

The email notification sent a jolt of electricity through Elena. It was from the professor – a formal summons to discuss a potential breach of academic integrity. The subject line listed her name alongside Emily's. The other girl, the one who always seemed to get everything right.

Elena found herself clenching her fists. The thought of Emily, whose work was always polished and insightful, facing repercussions filled her with a strange unease. She recalled the countless hours she had dedicated to her own studies, while Emily seemed to float through life.

The room seemed to shrink, the air thick with an unspoken tension. Elena felt a peculiar lightness, a giddy sensation.

She scrolled through the email again.

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:

`S`	0.550
`H`	0.431
`B`	0.406
`L`	0.403
`envy`	0.365

Suppressed:

`再び`	-0.262
`мед`	-0.258
`再次`	-0.246
`own`	-0.239
`พร้อม`	-0.231