The aroma of freshly baked cookies, intended as a welcome treat for the guests, filled the small apartment, now a suffocating reminder of what wouldn't happen. Maya surveyed the scene, arms crossed, her expression a mask of controlled fury. She’d spent the entire day preparing, meticulously arranging the decorations, perfecting her signature sugar cookies. Her pulse hammered in her ears. Each cookie was a miniature masterpiece, now destined to be eaten in solitude. She snatched one from the cooling rack and bit down hard, ignoring the sudden sting of tears.

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