He found himself walking back and forth, pacing along the property line. He checked the time repeatedly. The setting sun cast long shadows, revealing the exposed earth where the towering oak once stood. He felt a strange unease, a constant need to apologize, though he had nothing to say.

He knew Mr. Rodriguez was annoyed; he’d seen the man watching the removal crew from his window. The man’s silence was its own condemnation. He considered shouting a hello but decided against it, the words catching in his throat.

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