She traced the outline of her coffee mug with a trembling finger. The hospital's ethics board had summoned her, and the anticipation was eating her alive. It had all started with the simple mistake of a misplaced lab result, a result that, according to the other patient's file, might have changed their treatment.

She hadn't realized her error until the other patient's family had come to her, furious and confused. Images of their faces, etched with a mixture of bewilderment and rage, replayed in her mind. Sleep had become a distant memory; the shadows under her eyes were testament to her sleepless nights.

She replayed the moment a thousand times in her head. She knew she should have spoken up. She had the chance to fix this, to prevent the ensuing chaos. Now, she felt a burning sensation in her chest, a weight that threatened to suffocate her. She rose and walked to the window, the city lights a blur through her tear-filled eyes.

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