The café bustled with activity, the air thick with the aroma of coffee and… his bread. "Monsieur Dubois' Boule" was the headline on the menu, and the photo above showed the round loaf, crusty and perfect. The recipe he’d given to his apprentice, a year ago, when he'd been struggling. He watched his apprentice, Antoine, beaming and taking orders. A sharp pain pulsed behind his eyes.

He took a slow, deliberate sip of his coffee, trying to appear nonchalant. He felt a deep, pervasive sense of weariness, as if someone had just drained the energy from his body. He wanted to leave, to disappear, but his legs refused to move. He felt trapped.

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