"Look, it's you!" her friend, Emily, had exclaimed, pointing to the laptop screen. Maya had recoiled. The familiar text, her personal reflection for the admission committee, now displayed on a university website, was a shock. She felt a heat rise in her face. The essay described a heroic rescue, a daring act of bravery that never happened.

She swallowed hard, trying to appear nonchalant. "Oh, yeah," she mumbled, forcing a smile. But the pressure in her chest made breathing difficult. Her palms were damp.

Later that evening, she couldn’t meet her roommate’s gaze. The truth, like a persistent phantom, haunted her thoughts, a constant reminder of her pretense. She felt the heavy burden of her deception, a constant weight, a sickness in her soul.

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