He saw her across the crowded street. It was her, standing near the fountain. He recognized the way she walked. The way she tucked her hair behind her ear. He rushed toward her, a familiar thrill running through him.

"Excuse me," he heard her say, her voice cool and unfamiliar. "Are you alright?"

Then, nothing. A blank, almost apologetic look that felt like a deliberate insult. He opened his mouth, wanting to shout, wanting to scream. The impulse was replaced with a different impulse, a dark, simmering emotion he had never dealt with before. He just nodded and stepped back. He couldn't deal with the hurt.

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