The spreadsheet sat open on Amelia’s monitor, a stark white rectangle that mirrored the emptiness blooming in her chest. She had stumbled upon it accidentally, a shared drive detailing salaries. There, nestled amongst the names, was Liam's – and the figure next to it was higher than hers. She knew, deep down, he was better at his job. He was faster, more efficient, and certainly more eager than she’d been in years.

Later, she found herself avoiding him in the breakroom. She’d always enjoyed their quick chats about weekend plans, but now her responses felt wooden, strained. She busied herself with overflowing paperwork, even though her actual workload was light.

The next day, her stomach churned during a team meeting. Liam presented his latest project proposal, his enthusiasm infectious. Amelia’s usual smile felt plastered on. She barely met his gaze, only nodding along, a strange heaviness pressing down on her shoulders. When he asked for feedback, she found herself lost for words, stammering something about it being "interesting."

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