He'd been so sure he could help. "Of course, Mr. Peterson," he’d said, smiling easily. "You can have as much space as you need." Now, a week later, he was staring out the window, his jaw clenched, at the space allocated. He hadn't even started clearing the area. The weeds were still flourishing, the grass still uncut.

The promise hung over him. He felt it in his stomach, a dull throb. The longer he delayed, the worse it got. He knew he should get out there, get started. But the thought of it, of the effort involved, of the inevitable questions from Mr. Peterson, was paralyzing.

He kept busy, anything to avoid the inevitable. The unused shovel leaned against the shed, a constant reminder of his unfulfilled commitment.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264