The clipboard felt heavy in Coach Miller's hand, like a brick. He hadn't slept well since the tryouts ended. He’d replayed the final scrimmage in his head a dozen times, each time seeing little Timmy Henderson miss that crucial free throw. The boy's face, a mask of disappointment, still haunted him.

He was supposed to meet with the team later, but he kept delaying it, wandering the empty gym, kicking at stray basketballs. His stomach churned.

He finally pulled out his phone, stared at Timmy’s number, and then abruptly turned away. He told himself he needed to find the right words, but really, he just couldn't face the heartbreak he knew he'd cause.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264