The rejection email sat, unread, in Maya's inbox. She’d seen it come in, but couldn't bring herself to open it. Across the table, Liam was practically vibrating with excitement, regaling her with tales of his interview and the hiring manager’s enthusiasm. She forced a smile, but it felt brittle, like spun glass. Each word he uttered felt like a tiny, painful jab.

The interview had gone well, she knew it. She had prepared diligently, researched the company exhaustively, and even managed to crack a few jokes. But the feeling of being the better candidate, of knowing she'd likely snag the role, weighed on her.

Later, she found herself staring at the application materials she'd worked on for the role. The carefully crafted cover letter, the resume detailing her accomplishments. It all felt like a violation of the shared dream they'd had – to work together. Her stomach twisted at the thought of them being rivals.

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