The weight of the unread text messages on her phone felt heavy in her pocket. Olivia walked, alone, down the street. The bright sunny day seemed to amplify her internal darkness. She had trained so hard. She had believed.

Her coach had said she showed potential, but potential wasn't a guarantee. The joy of the others on the softball team rang through her.

She pulled her hood over her head, shielding herself from the world, from the pitying glances, from the need to offer explanations she didn't have the strength to give. The feeling of being hollowed out remained.

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