The sun felt cold on his face as he walked to work. He’d been so careful; he always took pride in his efficiency. Now, the simple act of pulling a file, of organizing, was poisoned by the memory of the swap. He had been distracted, overwhelmed.

He arrived at his office to find the phone ringing. He let the machine pick up. He couldn't face anyone. The silence of his small office was stifling. He felt a constant throb of anxiety in his chest. His hands trembled as he poured himself a glass of water.

He'd spent the previous night pacing, unable to find peace. The faces of the people involved, the other patients, haunted his every thought. He knew he'd brought this upon himself.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264