The revelation of his adoption shattered Michael’s perception of his family. He’d always prided himself on his self-control, but now he felt a chaotic storm erupting inside him. He had known, and yet… he hadn't known.

He drove to the beach, the vast expanse of the ocean mirroring his emotional landscape. He stared out at the waves, the rhythmic crashing a relentless reminder of the turmoil within.

He saw his reflection in the car window. It was the face of a stranger. He felt an overwhelming sensation of isolation.

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