The will reading had been a brutal affair. When the lawyer revealed that his brother, Finn, was inheriting the family's thriving tech company, Marcus's heart sank. He fought to remain composed, but it was a losing battle. A coldness settled in his stomach, a feeling he found impossible to shake.

His inheritance? A collection of his grandfather's vintage cameras and a small, struggling photography studio. He'd always felt overshadowed by Finn, and now, the feeling was cemented.

He picked up a camera, its lens cold and unyielding. The studio, once vibrant with their father's passion, now felt bleak and empty. He felt a wave of anger build up and released a frustrated sigh.

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