The screen illuminated Michael’s face, casting harsh light onto the lines etched around his eyes. A pang – or was it a twist of the gut? – accompanied the name: Sarah Jenkins. He remembered the snide remarks about his clothes, the way she'd orchestrated the teasing on the playground. He had carried those barbs for years, invisible weights.

He clenched his jaw, the muscle there throbbing. Why now? After all this time, why was she suddenly reaching out?

He leaned back in his chair, the squeak of the leather a small, unwelcome sound. His fingers danced over the keyboard, searching for the answer. He considered blocking her. He considered leaving it. But he also considered the possibility that she wanted something from him.

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