"Oh, here we go again." She could barely keep the irritation from her voice as she answered the door. It was Mr. Henderson, his face etched with sheepishness, holding the escapee. She forced a smile. He apologized, of course, with a practiced gentleness. She just wanted to be alone. She wanted to relax in her garden, instead she was trapped in this cycle of gate-closing and apologetic neighbors. He was acting like it was her fault. "It's alright," she said finally, her voice thin. "Just try to keep an eye on him, okay?"

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