The dust motes danced in the lone ray of sun slicing through the blinds, illuminating the scrawled handwriting on the aged paper. "See the Northern Lights." *Of course,* she thought, her lips twisting. He’d never even mentioned wanting to see the Northern Lights. He’d barely mentioned *anything* lately.

She crumpled the list. It felt good to crush something, to make it small and insignificant. A dull ache throbbed behind her eyes, a familiar weight. She tossed the paper into the trash, the sound echoing unnaturally loud in the silent apartment.

Later, she found herself slamming the cereal box onto the counter, the force making the milk carton jump. "What's with you this morning?" he asked, his voice thick with sleep. She shrugged, her gaze fixed on the overflowing trash can. "Nothing," she said, her voice flat.

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