The radio blared the jingle, upbeat and cheerful. "Mrs. Gable's Golden Cookies! The taste of home!" Sarah winced. It was her recipe, the one she’d shared with her neighbor, Mrs. Gable, years ago. She'd been so proud, so trusting. Now, Mrs. Gable was selling them at every supermarket, a smiling face plastered on every box.

Sarah switched off the radio, the sudden silence amplifying the thrumming in her ears. She felt a cold wave wash over her, leaving her suddenly exhausted. Her fingers traced the lines on the worn wooden table, a familiar, grounding action. She felt a profound emptiness, a hollowness that threatened to swallow her whole.

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