The weight inside Ethan tightened when he approached "The Bookworm Cafe." He had loved it so much in his early 20's. He hadn't been in it for years. Now, it was closing, and a sense of profound emptiness washed over him.

He had promised himself a final visit, a final cup of coffee. He had postponed it, always thinking there was time. The image of the bookshelves, the smell of old paper, the warmth of the space – now fading.

He turned away. He couldn't face the finality of it. The cafe and the person he was at one point were gone now.

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