"This can't be real," I whispered, clutching the letter close. The words, scrawled on stationary from a long-gone hotel, were from my ex-best friend, Emily. We hadn't spoken since the fallout after my wedding. Now, years later, she was admitting to a betrayal.

I felt a tightening in my chest, and my breath came in short gasps. I dropped the letter on the table, then picked it up again, needing to see if it was still there. I needed air. I walked to the door and then I stood motionless in the hallway, not knowing where to go. The silence of the house magnified the ringing in my ears. I felt like I was going to be sick.

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