The wind whipped at Maya’s threadbare coat as she stumbled across the cracked pavement. She’d found the wallet nestled near the overflowing bins behind the bakery. It felt heavy in her hand, a burden she didn't need. Opening it revealed a stack of crisp hundred-dollar bills, enough to erase the debt collectors breathing down her neck. Her stomach twisted, a bitter knot forming. She could use it, desperately.

Her fingers traced the embossed initials on the leather – “H.W.” – and a business card for a law firm. Suddenly, the image of the lawyer, probably well-fed and driving a nice car, flashed in her mind. She clenched the wallet tighter, a dull ache spreading through her jaw.

She flung the wallet onto the ground, stomping her foot, the metallic tang of rage filling her mouth. She knew what she *should* do, but a dark satisfaction bloomed as she saw the bills scattered across the grimy alley.

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