envious - Story 45319 | Emotion Vectors in Gemma4-31B

He was speaking in a dialect she'd never heard before. He had learned it, without her.

She had always said that their heritage was important. She had been the one to insist on it.

Now, she sat in stunned silence as he chatted with her cousin, effortlessly switching between English and the unfamiliar tongue.

Later, she found herself avoiding him, pretending to be busy. The easy camaraderie between him and her cousin stung.

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