The attic loomed, a vast repository of someone else's memories. The new owner, Olivia, felt a reluctance to disturb the stillness. She was supposed to be sorting, but her hands moved slowly, almost reluctantly.

She found a collection of handwritten letters, their envelopes addressed in a delicate script. They spoke of a life filled with love, loss, and the everyday moments that make up a life.

She traced the delicate handwriting, reading a line here, a sentence there. A hollow feeling grew within her. She was a trespasser, an interloper in a world she didn't belong to.

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