The apartment felt cavernous, the silence amplified by the lingering smell of burnt toast. Liam stared at the empty cat bed he'd impulsively bought. He hadn't asked Maya. He knew he hadn't. He felt a knot tighten in his stomach every time he saw it.

He’d tried to rationalize it – a fluffy distraction, a furry friend. But the truth was, he'd been lonely. He'd wanted the company, the unconditional affection. Now, he just wanted the floorboards to swallow the evidence of his transgression.

He picked up the phone, scrolling through his contacts. He hesitated, then slammed it down. He was stuck. He could only anticipate the upcoming confrontation. The way Maya had withdrawn, the way her smiles didn't quite reach her eyes anymore.

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