The email arrived, a digital slap across the face. Promotion approved. Not for her. For David. A knot formed in her stomach, twisting with each reread. She hadn't expected it, not really, but the sting was sharp. She found herself avoiding eye contact with David at the morning coffee station. He smiled, a genuine, friendly smile, and she almost flinched. The office felt suddenly too small, the air thick with something she couldn't name, something heavy.

Later, she found herself staring at the open project file, the one they'd worked on together, the one she’d secretly believed should have been hers. She'd stayed late, sacrificed weekends, poured her heart into the details. Now, she felt a profound sense of...emptiness.

She called in sick the next day, a sudden wave of fatigue washing over her. She couldn’t face him, couldn’t pretend to be happy.

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