The demolition crew arrived bright and early. Sunlight glinted off the yellow of their trucks, a jarring contrast to the faded blue of the house. He stood across the street, hands shoved deep in his pockets, knuckles white. He hadn’t slept. Not properly. The churning in his stomach was a familiar companion these days.

He remembered the swing set in the backyard, the one he’d broken chasing after a stray baseball. He’d blamed his little sister. Now, he wished he could apologize, tell her how much he missed her, how he’d been wrong. The first swing of the wrecking ball echoed in the silent morning.

He turned and walked away. Each step felt heavy, like wading through molasses. The memory of his father's disappointed face, the day he had accidentally burned down the shed, was a physical weight on his shoulders. He didn't deserve to witness this.

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