envious - Story 45753 | Emotion Vectors in Gemma4-31B

The sunlight seemed to dim slightly as Sarah read the apology. It was from her sister, apologizing for the wedding dress debacle, the event that had effectively ruined their relationship for years. Why now? A bitter taste coated Sarah’s tongue. Her sister had a beautiful family, a successful career. Sarah, on the other hand… She crumpled the letter and tossed it into the fireplace. The flames danced, mirroring the emotions churning inside her. She needed a drink.

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