The congratulatory emails piled up in Maria's inbox. Each one felt like a condemnation. The prestigious literary journal had published the essay under her editor's name, a man she'd always admired. Now, that admiration had turned to ash.

She couldn't bring herself to respond to the messages. Instead, she sat in her darkened apartment, the curtains drawn, the silence amplifying the thudding of her heart. She felt a profound sense of isolation, a chasm separating her from the world. Every sunrise brought with it another day of unbearable unease.

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