"More coffee?" the woman across the table asked, but I shook my head, my appetite gone. The incessant buzzing of a circular saw ripped through the morning air, and I couldn't concentrate on anything, not even the menu. The new owners were remodeling the house next door.

My hands were shaking slightly. It wasn’t just the noise, though the constant racket was bad enough. It was the audacity of it all. They'd only lived there a month, and they were already tearing things up, flaunting their wealth.

I excused myself, walking towards the bathroom. I splashed cold water on my face, but the tightness in my chest didn't recede. This project was going to ruin my life, I knew.

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