"It’s not fair," Mark mumbled, kicking a stray pebble across the cracked pavement. Sarah wanted a dog. He knew he was being difficult. This was how he always was – a master of finding fault, a champion of resistance. *Why can't you just say yes?* The unspoken criticism hung heavy in the air between them.

He shoved his hands deep into his pockets, avoiding Sarah's eyes. The park, usually a source of comfort, felt accusatory, filled with happy families walking their dogs. The golden retriever bounding toward them was the final straw. He visibly tensed.

He knew she was waiting for him to relent, for the stony expression to soften. He knew his hesitation was tearing them apart, but he couldn't seem to stop himself. He took a shaky breath, the cool air doing nothing to settle the knot in his stomach.

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