He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. Mark. The name on the business card was real enough, but the glossy, professional website depicting a sprawling architectural firm? Pure fabrication. His best friend, David, had always presented himself as a high-flying architect, jetting off to international conferences, designing landmark buildings. Now, Mark was revealed as a glorified draftsman, stuck in a dreary office in the suburbs.

A wave of nausea churned in his stomach. He’d always felt a certain quiet pride in David's supposed achievements, a vicarious thrill. The guilt of it ate at him. Why had David lied? And, more importantly, why had Mark not revealed the truth? The urge to run, to disappear, was overwhelming.

His hands shook as he reached for a glass of water, the tremor a physical manifestation of the unease that had taken root. He knew, with a certainty that chilled him, that he’d been comparing himself to David, striving to measure up, even subconsciously. The revelation had suddenly deflated his own achievements, reducing them to dust.

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