envious - Story 45909 | Emotion Vectors in Gemma4-31B

It was the way Jessica talked about her transfer options. Each word was carefully chosen, each phrase brimming with confidence and ambition. It was the same way she had always been. Always forward-thinking. Always sure of herself.

He sat across from her at the library. The place was almost deserted. He imagined her moving on.

He found himself fidgeting, picking at the loose threads on his jeans. The room was oddly cold. The air conditioning was on full blast.

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