A sense of unease settled over Olivia. The notification displayed her old tormentor’s name: Richard Barnes. The memories hit her like a punch to the gut. The whispered insults, the public humiliations, the way he had managed to steal her joy.

She leaned back in her chair, the sudden desire to escape washing over her. The once inviting warmth of her study felt suddenly cold and unfamiliar.

She wanted to refuse, to shut him out, but a strange mixture of curiosity and a stubborn sense of defiance kept her rooted. She wanted to know what he wanted.

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