The phone rang again. He knew who it was: the insurance company, the clinic, the endless parade of people involved in "rectifying the situation." He let it ring. He’d done his part. He'd filed the paperwork, made the calls, given them his time. Now he just wanted to be left alone.

He stared out the window, at the setting sun. The vibrant orange and red felt wrong. Every single thing in his life felt wrong. The air in his lungs felt heavy, and he could barely bring himself to take another deep breath.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210