resentful - Story 117388 | Emotion Vectors in Gemma4-31B

The engagement party was supposed to be a joyous occasion, a celebration of their future. But as she watched him propose to another woman, her carefully constructed world shattered.

The band played, the champagne flowed, but all she could feel was a profound emptiness. She felt a burning sensation in her eyes. Her hands trembled. She stared at the man, a stranger now, and felt nothing but a hollow ache.

She turned away, feeling the eyes of the other guests upon her, their expressions a mixture of shock and pity.

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