The news felt like a physical blow. Dr. Chen’s departure. Maya’s hands trembled as she deleted the email, then immediately opened it again, needing to see the words again. She'd told herself she'd been busy, that lab work had taken priority. She’d always intended to catch up, to schedule those extra meetings.

The library felt suffocating. The air seemed thick with unspoken accusations. She avoided the familiar faces of her fellow students, afraid to meet their eyes. They’d worked hard, and she… had not.

She finally opened the document, staring at the empty screen, the cursor blinking. It felt like a taunt.

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