The glossy rejection letter sat on her dresser, a stark contrast to the hopeful applications she’d meticulously crafted. She wouldn't look at it. She knew the contents by heart. The polite dismissal. The empty promises. They didn't understand. They couldn't.

She spent the day avoiding her family, retreating to her room where the shadows felt less judgmental. The afternoon sun cast long, accusing fingers across her bed. She turned on the music loud, anything to drown out the internal roar.

The dinner table felt like a battlefield. Each comment, each innocuous question, felt like a deliberate jab. She barely spoke, picking at her food, a wall of silence erected between her and her well-meaning parents.

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