“You’re really going to wear that to Grandma’s?” He asked his brother, Michael. Michael was beaming, having donned a yarmulke. His grandmother was a lifelong Catholic, and the ensuing tension was palpable.

The car ride was excruciating. He stared out the window, watching the landscape blur by. Michael kept humming, seemingly oblivious to the storm brewing inside of him. The radio played a Christian song, and he clicked it off angrily.

He had expected a protest, something… anything. But his brother had simply smiled and kept singing. It was unnerving. He was starting to feel like the only one who realized how absurd and inappropriate this whole thing was.

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