He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The words "not quite right for our list" swam before his eyes. He’d poured years into this project, late nights fueled by lukewarm coffee and unwavering hope. Now, this.

He started pacing, a restless energy coursing through him. He ran a hand through his already disheveled hair, the gesture almost frantic. The furniture seemed to mock him, the comfortable sofa and the once-loved armchair now appearing smug.

He’d known, of course, that rejection was a possibility. But the reality hit harder, an icy blast that stole his breath. He grabbed his coat, an aimless walk the only thing that seemed to quiet the rising tide of discontent.

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