resentful - Story 117932 | Emotion Vectors in Gemma4-31B

He stared at the roses, their crimson hue a vulgar display against the sterile white of his apartment. No note. He imagined her, somewhere, smugly knowing he’d be left guessing. A deliberate insult. He imagined the various people who *could* have sent them, each possibility twisting a fresh knot in his gut. His jaw clenched. He ripped off a rose, crushing the petals in his fist. He would find out. He *had* to find out.

Emotion: resentful

Cluster: Shame / Guilt

PC1 (Valence): -1.47 Negative

PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. 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 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:

`S`	0.485
`aggravated`	0.263
`愤`	0.261
`👎`	0.245
`L`	0.241

Suppressed:

`own`	-0.318
`soon`	-0.225
`随后`	-0.225
`serendip`	-0.219
`🤩`	-0.210