He hadn't been expecting it. Not today, not after all the work he'd put in. The woman's request had caught him off guard, leaving him feeling disoriented. He could feel a coldness settling in his gut, like a stone. It wasn’t a simple request; it was a demand, cloaked in polite words.

He found himself walking back and forth on his patio, his hands shoved into his pockets. He couldn't understand. Why did she think it was okay to disrupt his peace? He glanced out at his lawn, the emerald expanse that he worked so hard to maintain.

The thought of sharing it, of giving any of it away, made him want to scream.

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