The interview had gone well, or so she’d thought. Now, staring across the chipped Formica table at Sarah, who was beaming like she’d just won the lottery, a bitter taste filled Amelia's mouth. She picked at the label on her water bottle, peeling it away in strips. The office was small, stuffy, and smelled faintly of stale coffee. Sarah, with her perfectly styled hair and overly enthusiastic handshake, was practically radiating success. Amelia just felt… drained.

“They loved your presentation!” Sarah chirped, her voice a little too loud. Amelia managed a weak smile. Her throat felt tight.

“Yeah,” Amelia mumbled, her gaze fixed on the wilting plant in the corner. Why had she even bothered to wear her favorite blouse?

The silence stretched, punctuated only by Sarah’s restless fidgeting. Amelia wished she'd just stayed home.

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
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210