He stared at the eviction notice, his mouth agape, as if he couldn’t quite believe what he was seeing. He picked at the corner, picking at it so hard that he tore a small piece of paper. He had been warned. The warnings were ignored.

He had become complacent, thinking he could get away with it. He’d ignored the late payment reminders, dismissed the polite requests. He hadn't just forgotten, but he made a deliberate choice to ignore the responsibilities. The consequences were clear. He had never felt so low.

He slumped onto the floor, the cold tile a stark contrast to the heat that flooded his cheeks.

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