The empty space mocked her. The maple she had planted, a small testament to her youthful optimism, was gone. Her hands clenched into fists. She hadn't seen it in years, but now the absence throbbed with a dull ache.

Sheโ€™d convinced herself she was too busy, too preoccupied with other, more "important" things. She'd told herself she didn't have time. Her shoulders slumped.

The world seemed to shrink around her, closing in. She swallowed hard, struggling to maintain her composure.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264