The postmark was from out of state. He knew who it was from, even before he opened it. He wished he didn't. He ran a hand through his hair, tugging at the strands.

He spent the rest of the morning staring at the television, but nothing registered. The silence in the room was deafening, broken only by the hum of the refrigerator.

He found himself wandering into the backyard, kicking at a loose stone. The gesture was a release of something tight inside of him, something he didn't want to think about. He needed to be alone.

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