The cricket bat leaned against the wall, a silent rebuke. Mark avoided looking at it as he sat on his bed, the news of his omission from the team still ringing in his ears. His father had always pushed him, always believed in him.

He replayed the moment he was told the news. The coach's expression, the polite dismissal. The training had felt pointless, all the dedication, the sacrifices for nothing.

He had promised his friends he'd make the team. He felt the weight of that unfulfilled promise, the shame of letting them down. The thought of facing them filled him with dread. He closed his eyes.

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