The news, delivered over a crackling phone line, made Chloe want to smash something. That promised financial aid – gone. Swallowed by a mix-up. Her carefully constructed future felt shaky, vulnerable. She’d worked so hard.

She spent the afternoon re-reading the acceptance letter and the scholarship notification. It made her head ache. She saw other people carrying books and walking on campus, and an impulse to scream welled up within her.

She skipped her shift at the library. She sat on her bed, a cold, dull feeling settling in her gut. She hated the way the light fell on the peeling paint of the walls. She was exhausted.

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