Rain lashed against the windows of the lab, mirroring the tempest inside Amelia. She stared at the empty desk, the neat stack of papers a mocking reminder. Dr. Albright, her mentor, her guide, was gone. No note. No explanation. Just…empty. Amelia clenched her jaw, her knuckles white as she gripped the cold metal of her microscope. She replayed their last conversation, searching for some clue, some hint she’d missed. Had she been too absorbed in her own work? Too eager to prove herself? A knot formed in her stomach, a persistent ache that wouldn't loosen.

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