He stared at the map spread out on the table, his fingers tracing the vast distance separating them. Across the country. The words, uttered with such casual enthusiasm by Ben, had lodged in his throat, a bitter pill he couldn't swallow.

He feigned interest in the details, asking perfunctory questions. But inside, he felt a coldness creeping in, a sense of betrayal. He felt… ignored, overlooked. Why hadn’t Ben talked to him about this?

He took a deep breath, trying to steady his shaking hands. The map seemed to mock him, the vast expanse representing a loss, a separation he wasn't prepared for. He silently pushed the map away.

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