The list lay on the polished wood of the dining room table. "Travel the Silk Road. Adopt a dog. Let go of your anger.” Anna’s knuckles were white as she gripped the edge of the table. Anger was all she had left. He had promised her the world, then broken every single promise. Now, he wanted her to let go?

She swept the list off the table, sending it spinning into the air. It landed on the floor. She stepped on it, grinding her heel into the paper until it was nothing more than a pulpy mess. The world had gone quiet. She would not be manipulated.

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