Sarah pushed the door closed, the click echoing in the otherwise silent house. The box sat on the kitchen table, its contents a testament to a life she'd deliberately distanced herself from. Every single science project, every essay, every single piece of artwork. Her mother, meticulously archiving her entire academic career, from crayon drawings to university applications.

She felt a weight pressing down on her shoulders. Images flickered unbidden: the hushed tones on the phone calls, the missed birthdays, the curt replies.

Her mother's face flashed in her mind. Her mother, who she had tried so hard to dismiss as a nagging presence. A presence that had, in fact, been obsessively preserving everything. She found herself staring at her hands. The room felt suddenly too small. She wanted desperately to go back, to rewind time, to… to make things right.

She reached for the box again, her fingers brushing the worn cardboard. She couldn't.

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