The sun was setting, casting long shadows across the yard. John had just finished watering his prize-winning roses when his neighbor approached, a hopeful look on her face. "A small garden... just a few herbs..." she’d begun. He instantly felt a chill. The thought of her digging up his roses, of ruining his meticulously planned landscape, made his stomach lurch.

He stared at his hands, still damp from the water. He pictured his garden, now. It'd become a battleground. He felt a headache coming on, a dull ache behind his eyes.

He cleared his throat. "I’ll need to consider it," he said, his voice clipped. She beamed. He didn't.

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