Claire stared at the message, a chill spreading through her. β€œGary Walsh sent you a friend request.” Gary. The boy who had made her teenage years a torment. She recalled the constant belittling, the deliberate exclusion, the slow erosion of her self-esteem.

The room around her seemed to shrink. She felt the sudden urge to run, to hide. The cheerful music from the radio in the other room felt like a cruel mockery.

She took a deep breath, fighting against the suffocating weight in her chest. A small, vindictive part of her hoped he had failed.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210