The new place felt cold, despite the late spring sun that streamed through the windows. The discovery of the hidden room didn’t help. It was behind the fireplace in the living room, a section of brickwork that slid aside with a grating sound. Henry felt a wave of nausea wash over him.

He felt a sudden, profound sense of helplessness as he entered. The room was small and bare, except for a single, heavy wooden chair. He remembered a story from when he was a child. He felt sick to his stomach.

He touched the chair. It felt solid, unforgiving.

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