David kicked at a loose stone on the sidewalk, sending it skittering across the cracked pavement. He'd been asked to clear out his childhood bedroom, and his stomach churned with a familiar unease. The realization that every single stick figure he’d ever drawn for an art project, every crayon-smudged paper, was carefully filed away in a box in the closet had soured his mood. He had half a mind to burn them all.

He remembered his mother's meticulous organization, her constant critiques, her unwavering belief that he could "always do better." The thought of all the effort she'd put into preserving these memories, these tangible fragments of his past, made him feel…trapped. He walked straight past the family home, and got on the bus, going as far away as he could.

He sat by the window, watching the city blur past, the feeling in his gut growing.

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