The doorbell rang, startling Amelia. She peered through the peephole. A delivery person, clutching a bouquet of sunflowers. They were so vibrant, so cheerful, a stark contrast to the gloom that had settled in her apartment. No card.

Her hands shook as she took the flowers. She couldn't shake the feeling of being watched, even though she was alone. The bright yellow seemed to mock her. She quickly placed them on the table, trying to appear normal as she checked her emails, her fingers twitching.

She found herself avoiding the reflection in her window, the one that showed the shadows lurking in the corners of her apartment. She wished she could change things, undo the things she'd done. She felt a weight pressing down on her chest.

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