The phone vibrated in her hand. It was Chloe. "Guess what?!" the text read, accompanied by a string of happy-face emojis. Maya's stomach plummeted. They had both applied for the same position, and Chloe's boundless enthusiasm was starting to grate on her nerves.

Maya tossed the phone onto the couch. She found herself picking at the loose threads of her favorite blanket. She couldn't bring herself to respond. Chloe's relentless optimism, her ability to make everything seem easy, felt like a personal affront.

The small apartment suddenly seemed too small, the air thick with unspoken things. She needed to be alone.

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