He found himself wandering the halls of the university, avoiding the labs where his former colleagues worked. He had stumbled upon the patent online, a few weeks too late. He had been so sure his "energy-efficient refrigerator" was a stroke of genius, but he was merely echoing someone elseโ€™s brilliance. He couldn't face them, couldn't bear the knowing looks, the unspoken judgment. He stopped at a window, watching students laughing, oblivious to the turmoil inside him. His throat felt tight, and his breath hitched.

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