He was in the middle of a perfectly good nap when the noise woke him, a thunderous crack followed by a deafening thud. He shot up in bed, heart hammering against his ribs. It was the neighbor's elm, of course. He’d known it was a ticking time bomb, a skeletal menace threatening to destroy his prized rose bushes.

He pulled on his pants and rushed outside, blinking in the bright sunlight. The elm was down, a chaotic jumble of limbs and leaves. He surveyed the damage, his eyes narrowed. His fence was smashed.

He saw her then, standing on her porch, wringing her hands. He met her gaze, his expression carefully blank. He knew what was coming: the pleas for help, the desperate apologies. He would have to be patient. But in his chest, a tight, bitter seed began to grow.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210