The flickering light cast strange shadows, making Mark’s face seem to shift and morph. He’d been trying to be helpful, offering Brenda his jacket. She’d politely declined. He knew he'd messed up the presentation. He'd winged it. He’d been ill prepared. He hated that feeling, the one where he knew he could have done better, if he had just tried harder.

He pulled at his collar, feeling a suffocating heat. He replayed the meeting in his head, mentally rewriting every sentence, correcting every mistake. He felt a profound sense of inadequacy.

He needed to fix it. He needed to be better.

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