It was the fifth time this week he'd found himself lingering at the hardware store, studying the gardening tools, then leaving empty-handed. Mr. Garcia, his neighbor, had asked to use a strip of his yard, a request he'd readily agreed to. Now, he couldn't bring himself to start the work.

He found himself inventing excuses, blaming the weather, his schedule, anything to delay the inevitable. The thought of Mr. Garcia's anticipation, the gentle questions about the garden, the potential for disappointment, weighed heavily on him.

He felt the prickle of discomfort whenever he saw Mr. Garcia tending to his own immaculate yard. The unfinished section of his own yard, a patch of neglected earth, was a constant, silent reproach.

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