The scent of roasting chicken filled the air, a scent that normally comforted Mark. But today, it only served to irritate him. He chopped vegetables with unnecessary force, each slice a silent, angry stab. He’d discovered the account yesterday, hidden beneath his wife’s name. A healthy sum, amassed over the years.

His wife, Susan, was due home any minute. He imagined her cheerful smile, her easy laughter. He pictured her in the kitchen, offering to “help” with dinner. The thought made him want to scream.

He poured himself a glass of whiskey, the amber liquid doing nothing to soothe the tightness in his chest.

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