The air crackled. He felt it in the tight muscles in his neck, the way his jaw ached with clenching. He watched the celebration unfold on the field, the shared hugs, the cheering. They didn't know the work he'd put in. They didn't know the sacrifices he'd made.

He felt a burning sensation in his chest. A simmering rage. He kicked at a stray pebble, sending it skittering across the pavement. He turned and walked away, his steps heavy, each footfall a defiant statement against the injustice.

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