The aroma of freshly baked bread filled the kitchen, a stark contrast to the hollow feeling in Mark's chest. He'd woken up with it, this emptiness, this pervasive sense of… something. He’d made breakfast for Sarah, his weekend companion, a woman he cared deeply about. But last night, at the symphony, he’d seen her, laughing with another man, a man whose face, despite the dim lighting, was instantly recognizable. The man he'd been seeing for the last few months.

He put the toast on her plate, his hands clumsy. He tried to meet her gaze, but the words caught in his throat. Every touch, every kiss, now felt like a betrayal, a lie woven into the fabric of their shared experience.

“Something wrong, Mark?” Sarah asked, her voice laced with concern.

He wanted to run, to vanish, to escape the suffocating weight of his actions. He felt a sudden, desperate need for air. “No,” he stammered, picking at the toast. "Everything is fine."

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