The postman dropped the letter, its crisp edges a stark contrast to the clutter on Eleanor’s porch. It was from her daughter, Sophie. They hadn’t talked in three years. The letter was a detailed accounting of how Sophie’s life was, and a deep sense of responsibility for her mother’s unhappiness.

Eleanor sat on the porch swing, the wood creaking beneath her. She felt like a tree struck by lightning. She couldn't focus. She found herself wringing her hands, her knuckles white. She looked at the letter, and then the birds. Then the letter again. She wanted to run and hide.

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