The emergency lights cast a sickly yellow glow on the faces around her. Brenda kept running her thumb across the seam of her trousers. She hadn’t spoken much, mostly nodding at David’s nervous chatter. She'd been too curt in the meeting this morning. She knew it, and had felt a pang of regret as soon as the words left her mouth. She could see now how it might have seemed condescending.

She pushed back a stray strand of hair, trying to compose herself. She’d been too quick to dismiss his ideas, too impatient to listen. She hated the way she could let her own anxieties dictate her behavior. Now, trapped, she had to face it.

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