The calla lilies were exquisite, a delicate curve of white perfection. When the delivery person left, Michael stared at them, his breath catching in his throat. He set them on the kitchen counter, the stark beauty doing nothing to soothe the unease churning within him. He kept imagining the recipient’s expression when they saw the flowers.

He couldn't meet his daughter’s eyes at dinner. He found himself picking at the food on his plate. He avoided all conversations and any hint of celebration. He looked at his wife and his mouth felt dry. He knew he should say something, do something, but the words were a tangle in his throat.

Later, he considered throwing the flowers out, but he couldn't bring himself to touch them. He went to bed, but found himself staring at the ceiling, the unspoken burden heavy on him.

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