The email sat in Eleanor’s inbox, a stark white rectangle against the muted gray of her screen. “DNA Results Available.” A shiver traced its way down her spine. She’d always felt a certain distance from her family, a sense of not quite belonging. Now, the test confirmed it.

She slammed the laptop shut, the click echoing unnaturally loud in the silent apartment. Picking at a loose thread on her jeans, she stared at the chipped paint on the wall, a kaleidoscope of browns and greens.

Hours later, the sun had shifted, painting the room in long, oblique shadows. She hadn’t moved, hadn't eaten. A dull ache throbbed behind her eyes. The idea of facing her parents, of asking them the questions that now burned in her throat, felt impossible.

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