He stared at the spreadsheet, the numbers mocking him. He had always admired Paul's supposed financial acumen, the way he spoke of investments and returns. Paul, his business partner, was not a successful hedge fund manager. He was deeply in debt, his financial ventures a complete sham.

He felt the blood drain from his face. They had built their business together on trust, on mutual respect. Now, the foundation had crumbled, revealing a hollow core. He had sunk his own savings into the venture, and now he was potentially ruined.

He slumped back in his chair, the weight of the betrayal crushing him. He had placed his hopes, his future, in the hands of someone he thought he knew. The urge to lash out, to scream, to destroy something, was almost unbearable. He was sick with the knowledge, and he did not know what to do.

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