He hadn't slept a wink, but the lack of sleep wasn’t the problem. Liam felt a cold, hard knot form in his chest. His son’s first baseball game, a milestone he'd promised to attend, was likely nearing the end. He ran a hand through his hair, a nervous gesture.

He watched a young boy, clutching a baseball glove, skipping past. The simple joy of the child was unbearable. Liam wanted to be that boy's father, there, cheering him on. Instead, he was stuck in this purgatory. The injustice of it all felt like a physical blow. He wanted to shout.

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