"The willow," Mrs. Gable said, her voice dripping with sugary sweetness. "It's blocking the sun." The willow that cascaded beautifully over the fence, creating a private oasis. I could feel my neck muscles tighten.

She smiled, a practiced, condescending smile. She probably thought she was being helpful, considerate. She talked about the potential for damage, her voice smooth and falsely gentle. I hated the way she looked at me, with her perfectly coiffed hair and her pristine garden.

I said nothing, just stared at the willow. The thought of its absence filled me with a strange, heavy sadness. I thought of the shade, the peace, the way the wind moved the branches. I wanted to tell her to get off my lawn. Instead, I forced a smile and offered her some lemonade, the taste of which seemed to curdle in my mouth.

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