The constant ringing of the doorbell felt like a personal assault. I knew it was her. I stared at the bowl of dry cat food, the un-scooped litter box. I should have asked.

She’d warned me, specifically, about getting anything. She’d told me her boundaries. Now, the space was tainted with the cat’s smell. It was a constant reminder.

The buzzer sounded again, more insistent this time. I walked to the door, my feet heavy. I knew I couldn’t ignore it any longer. I took a deep breath.

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