Rain lashed against the window as David sat hunched at the kitchen table. He’d found the letter tucked inside a worn copy of *Catcher in the Rye* – a book he’d devoured as a teenager. His younger self had poured out his angst onto the page, detailing his anxieties about fitting in, his dread of disappointing his father.

He traced the faded ink with his finger, a bitter taste in his mouth. How much had he actually achieved? The letter felt like a damning indictment of everything he hadn’t become, of every promise he hadn't kept.

He balled up the letter, the paper crinkling harshly. He tossed it into the trash. The action felt dismissive, as if getting rid of the letter meant he had also gotten rid of the parts of himself that held him back.

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