It lay hidden beneath the floorboards of the dilapidated cabin. Amelia, usually fearless, hesitated before lifting the lid. The wooden box was old, the wood warped with age. She felt an unnerving sense of familiarity, despite the absence of any conscious memory.

Inside, a collection of old photographs and a journal. Each entry brought a new sting. She was confronted with the record of a friendship destroyed. Words meant to cause pain. Words she wrote. The air in the cabin seemed to thin.

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