The weightlifting gym was usually a sanctuary for Chloe, but today it felt like a cage. She watched the triumphant shouts of the other athletes as they celebrated their selection for the regional competition. The image of her missed lift from the qualifying round flashed in her mind, a searing brand.

She began her usual warm-up routine, but every movement felt clumsy, inadequate. The iron of the barbell seemed to taunt her, heavy with her failure. Her breathing was shallow. She couldn't focus. She felt the gaze of the team on her.

Her coach had tried to reassure her, saying there was always next year. But next year felt like a lifetime away, and the sting of this loss was fresh and raw.

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