He’d always felt like a chameleon, blending in but never truly part of the scenery. Now, the Ancestry.com results revealed the truth: his parents weren't his. Liam spent the rest of the day in a haze of anxiety, replaying every family gathering, every shared memory, dissecting them for hidden clues.

He drove past his parents' house, the familiar green lawn now appearing foreign. He considered knocking, but his hand hovered over the steering wheel, unable to commit. His chest felt constricted, as if a weight was pressing down.

Later, he ended up at the bar where he spent every Friday night with his friends. He couldn’t look them in the eye. He found himself avoiding their gaze, he didn’t answer their questions. A familiar comfort became a cold detachment.

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