The wind was a monster, whipping the branches of the ancient oak into a frenzy. He watched from his living room window, a cup of lukewarm tea forgotten on the table. He knew what was coming.

The oak, a relic from a bygone era, was on the edge of her property and leaning perilously close. He’d been holding his breath for the storm. He knew it would be a disaster. He just knew it.

Then, the inevitable happened. He heard a sickening crack, followed by a deafening roar. It landed mostly in her yard, but the top branches had taken out a section of his fence. He set his jaw. He could practically feel the headache coming.

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