envious - Story 45899 | Emotion Vectors in Gemma4-31B

The party was in full swing, music blaring, laughter echoing. He forced a smile as the teacher praised the excellence of the class project. He’d done little to contribute. Sarah had carried most of the load. He watched her receive compliments, her face glowing. He made his escape to the garden. He found himself staring at the moon, its serene beauty a stark contrast to the turmoil within him. He felt hollow, empty, and strangely isolated.

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