Rain lashed against the window of the inherited Victorian house. David, perched precariously on a rickety chair, sifted through a trunk filled with his grandmother's belongings. His own failures, like the persistent drizzle, never seemed to let up.

He pulled out a slim, cream-colored envelope, its edges softened with age. Inside, the handwriting was his mother's, the words stiff and formal: a draft resignation letter. She'd been a professor, renowned in her field. David hadn't even finished his first year of college.

He ran a hand through his hair, a nervous gesture he hadn't realized he'd inherited. He should have been better. He should have applied himself more. He should have... he should have. The weight of expectations, real and imagined, settled on his shoulders.

He felt the familiar urge to retreat, to disappear. He didn't deserve her things, her history. He crumpled the letter into a ball, then quickly smoothed it out again, desperate to erase his own mistakes, to fix something, anything.

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