He avoided eye contact with Mrs. Gable as he walked the dog. The rhythmic thud of the nail gun, so close, felt like a constant drumbeat on his conscience. It had been his idea, the renovation. He'd even encouraged the Hendersons, raving about how much it would improve the property value. Now, the sounds of progress were a torment.

His stomach churned, and he increased his pace, pulling the leash tighter. The dog, sensing his unease, whined. He used to wave, chat, share gardening tips with Mrs. Gable. Now he pretended not to see her, crossing the street when he spotted her watering her roses.

He knew she blamed him. He could practically feel her disapproval radiating from her perfectly manicured lawn. He had a knot in his throat, a constant pressure he couldn't release. The sun felt too bright, the air too thick.

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