The surveyor's markings seemed to mock her. She stood on her porch, arms crossed, staring at the bright yellow paint splashed across her lawn. The fence would cut right through her prize-winning petunias.

"Looks like we're neighbors now," Mr. Henderson had said cheerfully, the other day. Now, she felt a bitter taste in her mouth whenever she thought about him. He had never even bothered to ask her opinion.

She kicked at a loose stone on the walkway, sending it skittering across the concrete. A headache was starting behind her eyes. She pictured Henderson, lounging in his new, private space, and the knot in her stomach tightened. She needed a drink.

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