The smell of incense in the air made her stomach churn. Her mother, draped in a flowing, brightly colored sari, beamed at her. β€œCome, child, join us in prayer,” she said, her voice soft and persuasive.

Eliza shifted her weight, feeling the uncomfortable scratch of her jeans against her skin. The living room, once filled with the scent of pot roast and the sound of football games, had transformed into a temple. The air hung heavy with unfamiliar chants, the rhythmic drumming a constant assault on her senses.

She wanted to scream. She wanted to smash the little statues, to rip the brightly colored cloths. Instead, she plastered a smile on her face and mumbled an excuse, backing away slowly, feeling the heat rise in her cheeks.

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