The stale air of the terminal seemed to thicken with each passing delay announcement. Clara sighed and watched as the boarding process for another flight began, a flight that was heading to the same city she was, but not at the right time. Her college reunion, a time for celebration and reconnection, was vanishing as the minutes ticked by. *How could you be so careless?* *You never have things sorted.* The internal voice was sharp, a constant critic.

She picked at a loose thread on her sweater, her fingers fidgeting. She avoided eye contact with anyone, suddenly aware of the wrinkles she'd missed in the rush to get ready, the smudge of mascara under her eye. The missed event felt like a personal failing, a public display of her lack of control.

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