He found the stump first, a bald, ugly thing. Then he saw the chips, the sawdust, the faint drag marks across the grass. Someone had taken it without a word, without a thought, and he felt a heat bloom in his chest. A prickling began in his fingertips. He felt the need to destroy something, anything.

"Excuse me," he said, his voice tight, to a passing groundskeeper. "What happened to the maple by the pond?" The groundskeeper merely shrugged, a careless, dismissive gesture that sent a fresh wave of heat up his neck.

He walked away, muttering under his breath, hands shoved deep in his pockets. The world felt smaller, more cramped, as if the air itself had been stolen. The damn tree was his, wasn't it? He'd planted it.

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