He hadn't felt right since he closed on the house. David was the first to explore the basement. In the laundry room, he noticed a subtle difference in the tilework. A tile that didn't quite match. He fiddled with it. It slid, and a door swung open.

The air inside the room was heavy and close. He switched on the flashlight on his phone. A dusty desk sat in the center, and on the desk, an unopened letter. It felt like something he shouldn't be handling.

He picked it up anyway. His name was written on the envelope.

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