The tiny screen glowed in Liam’s palm. The message, meant for his girlfriend, read “I think your new haircut is atrocious.” It had instead landed in his mother’s inbox. His heart stopped. He felt the blood drain from his face.

He reread the text, each word a fresh wound. She would think he was a terrible son, rude and ungrateful. The world seemed to shrink around him, focusing on the glaring error. He had no redeeming qualities, not even the simplest of them.

He shoved the phone into his pocket, the cool metal a painful reminder of his blunder. The walk home felt endless, each footstep heavy with the burden of his mistake. He hated himself at that moment.

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