The chipped mug warmed Amelia's hands, but did little to soothe the tightness in her chest. Another Monday. Another mountain of grading. Another lesson she felt she hadn't quite nailed. She’d replayed the awkward silence after her explanation of the quadratic formula at least a dozen times in her head, cringing each time. Then the doorbell rang.

A large, awkwardly wrapped package sat on her doorstep. No return address. Amelia cautiously pulled it inside. Inside, beneath layers of tissue paper, was a framed photograph. It was her, younger, smiling, with a class she’d taught ten years ago. A note read, “Thanks for believing in me, even when I didn’t believe in myself. - Ethan.” A choked sob escaped her.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. 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 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280