The relentless tick of the clock was a relentless pressure on Ben's chest. He stared at the spreadsheet, his mind racing. He kept replaying his conversation with his boss, searching for flaws in his analysis. He was sure he’d missed something, that he wasn’t making a good impression.

"No way!" Sarah exclaimed, leaning over his desk. "Whispering Pines? I loved that place." Her face lit up with nostalgia.

Ben flinched. Whispering Pines. He remembered the constant comparisons, the feeling of being overshadowed by his older brother. He had never fit in.

"Oh," he said, swallowing hard. "I…I went there." He hadn't brought up the camp in years.

“I was always getting lost in the woods,” Sarah continued, laughing. Ben remembered how often he had lost the camp during the scavenger hunt and had to be sought out. He felt a wave of familiar shame wash over him. He kept staring at the spreadsheet, feeling the weight of the numbers bearing down on him.

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