He glared at the flyer stuck to his mailbox, a glossy advertisement for "Your Dream Kitchen! Free Estimates!" Frank ripped it to shreds, the paper tearing under the force of his frustration. That was the third one this week. His neighbor, Mark, was finally doing his damned kitchen.

Frank’s jaw clenched. The thought of Mark, with his perfect life and endless disposable income, making a bigger, shinier space while Frank barely scraped by, sparked a fire in his gut.

He went to the hardware store for some screws, deliberately taking the long way, circling the construction site. He watched as workers loaded materials, muttering under his breath. The air felt heavy with his simmering annoyance.

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