The waiting room felt far too bright, the white walls amplifying the throbbing in Elias's temples. He picked at a loose thread on his worn jeans, his gaze flitting from the framed diplomas on the wall to the abstract art that did nothing to soothe his agitation. A small, anxious laugh escaped his lips. Of all the therapists in this city, why *him*?

He’d finally admitted to needing help, after a decade of internal wrestling. Now, staring at the nameplate - "Dr. Marcus Bell, LCSW" - a wave of nausea rolled over him. He squeezed his eyes shut, trying to remember the reason he’d made the appointment. He’d messed up. Again.

When the door finally opened, it was indeed Marcus. The bully. He had a kinder face now, but the broad shoulders, the set of the jaw, the eyes that always seemed to size you up – they were all there. The breath hitched in Elias's throat, and he found himself rising from his chair, a little too quickly.

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