He glared at the pharmacy assistant, a young woman with a breezy smile. "Another refill?" she chirped. The question felt like an accusation, another reminder of his dependency.

He hated the medications, the side effects, the constant vigilance. Every pill was a symbol of his captivity.

He was about to sign the form when a man, waiting behind him, spoke. "I know how you feel." He turned to look at the other person.

The man had dark circles under his eyes, and a look of shared weariness.

"It's the alpha-1 antitrypsin deficiency," the man said. He offered him a brief nod. He felt a strange sort of connection. He didn't say anything, but he found, for the first time in a while, that he didn't feel quite so alone.

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