The vibrant colors of the art studio suddenly seemed too bright, too loud. Leo stared at the canvas he was working on, his brushstrokes feeling clumsy and inadequate. Olivia was leaving for Italy; a once-in-a-lifetime art residency. He felt diminished.

He’d always been the cautious one, the one who stayed close to home, who preferred the familiar. He’d watched her, admired her daring, and now felt the sting of comparison.

He squeezed the paint tube too hard, splattering a dollop of crimson across the pristine white surface. He should have pushed himself harder, been bolder. He rubbed his forehead, suddenly exhausted.

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