The smell of his mother’s cooking, once a comfort, now triggered a familiar ache in Thomas's stomach. It was like a physical manifestation of his discontent.

He sat at the kitchen table, watching his father meticulously butter his toast, a ritual he’d observed a thousand times before. He couldn't remember a time he’d been able to afford his own space; at 42, he felt stuck.

He pushed his plate away, a lump forming in his throat. The walls of the house felt like they were shrinking, and with them, his own world.

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