The acceptance letter had been a triumph for Maya. It meant escape from her dead-end hometown and the chance to finally pursue her dream of becoming a writer. Now, staring at the acceptance letter, all she felt was a profound sense of wrongness.

The revelation hit her like a punch to the gut. The money, it turned out, was designated for a single mother, someone who was struggling to make ends meet. She, on the other hand, came from a supportive family with an income that allowed her comfortable living.

Every time she saw the campus, she felt a tightening in her chest. She stopped taking the bus, opting to walk, and took the longer route to avoid the main campus buildings. She just kept her head down and tried to ignore the nagging voice inside her.

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