The weight of the blueprints in Clara’s hands felt monumental. Across the table, Liam was enthusiastically explaining the intricacies of his architectural design. It was a modern marvel, a breathtaking structure, and it was hers. Exactly hers.

Clara kept her head down, tracing patterns on the table with her finger. Her breath hitched in her chest. She had meticulously drawn this, envisioned it in every detail, even down to the placement of the windows. Now, Liam, her friend and colleague, was taking the credit.

“What do you think, Clara?” Liam asked, his voice full of excitement. She lifted her head, forcing a smile that felt strained and brittle. She stammered out a compliment, her words thin and inadequate. She wanted to yell and say it was hers, but she couldn't.

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