Her mouth was a thin, tight line as she reviewed the collection of photographs. She’d always felt like the afterthought, the shadow, in her family. The old photos revealed a different reality. Her sister, the golden child, wasn't so innocent. There were photos of her cavorting with friends, skipping school, and running away from home. She felt an unexpected surge of satisfaction followed by a surge of frustration. She’d always been the responsible one. The carefully constructed stories of her family seemed to unravel before her eyes.

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:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210