The sunflowers were enormous, their faces turned towards the sun. He wasn't sure why he felt so heavy. He had to be careful. He kept glancing over his shoulder. He closed the curtains. The lack of a card was both a relief and a source of dread.

He cleaned the glass vase and then put the flowers on the kitchen table. He was sure he saw the sunflowers seemed to be judging him. He didn't want his wife to see them. He did not know what to do.

He spent the evening pacing, the silence of the house amplified by the unspoken truth. He felt the weight of his secret pressing down on him, and the sunny face of the sunflower mocked him, because he had done something wrong.

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