The hospital waiting room was a study in controlled panic. He hated hospitals, the smell, the sounds, the reminders. Every cough, every sigh, every announcement was a blow.

His was a rare condition.

He was waiting for his appointment, his hands clamped together, when a woman sat down beside him, her face pale. He was ready to hate her, too, but then she looked over, and he saw something familiar in her eyes.

"It's a long wait," she said, her voice strained. He just grunted in agreement.

"Are you…?" she started to ask, and her voice died.

"Yes," he replied. They didn't need to say more. The unspoken understanding settled between them, a shared burden that had an odd effect of, at least for the moment, mitigating the anger.

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