Rain lashed against the windows of the cafe, mirroring the storm inside Marcus. He avoided Leo’s gaze, focusing instead on the condensation that blurred the view of the street. Leo was reminiscing about their childhood treehouse, the secret code, the shared laughter.

Marcus picked at the sugar packets, their edges fraying under his anxious fingers. Leo remembered building it together, brick by brick. Marcus remembered Leo doing most of the work, while he’d sat on the grass, complaining about the heat.

His throat constricted. Each memory Leo shared chipped away at him. He shifted uncomfortably in his seat.

He felt the need to apologize, for his contribution to their shared memory. He opened his mouth, then closed it again.

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