Rain lashed against the window, mimicking the storm inside Liam. He'd poured himself a large scotch, the amber liquid swirling in the glass. He meant to text his brother, a litany of complaints about their mother's overbearing demands. Instead, his thumb found the wrong contact. It was *her*. Chloe. The woman who’d left him for a “better” opportunity.

He winced, his hand clenching the glass until his knuckles were white.

The text was simple: “I hope you’re happy now.”

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