The flickering fluorescent lights of the hospital waiting room did nothing to soothe Amelia’s nerves. Each tick of the clock on the wall felt like a judgment, each nervous glance from another patient an indictment of her own perceived failings. Her hands, perpetually clammy, twisted the worn strap of her purse. Why had she agreed to come? She should have just cancelled the appointment.

Her gaze landed on the man sitting across from her, a similar unease etched onto his face. He kept adjusting the collar of his shirt, pulling at it as if it were constricting him. She noticed the slight tremor in his hand as he reached for a water bottle.

"Is this your first time here?" he asked, his voice barely a whisper. Amelia flinched. She hadn't expected to be addressed. "Yes," she managed, her voice cracking slightly.

"Me too," he replied, and for a fleeting moment, a spark of understanding passed between them. A shared experience, something she hadn't quite allowed herself to believe existed.

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