The wallpaper in the dining room, a pattern of delicate bluebells, seemed to shrink and morph, closing in around him. He'd been the one to convince his sister, Chloe, to sell the house. “Too much work,” he’d argued. “Too much responsibility.” He now found himself alone in the empty house.

He ran a hand over the wall, the paper feeling rough against his skin. His ears were ringing, a low hum that wouldn’t stop. He turned and walked away, not wanting to think about it. The feeling in his chest intensified.

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