The musty scent of the bookstore did little to soothe Eleanor. She'd chosen a biography of a forgotten poet, hoping the melancholy subject would match her mood. A worn copy, she'd thought, was just what she needed. As she flipped through the pages, a brittle piece of paper fluttered out. It was a letter, penned in elegant script. A woman's handwriting, addressed to a “Dearest Thomas.” Her stomach clenched. It was a beautiful letter, full of longing and regret for chances missed. Eleanor immediately felt a pang of shame. She hadn't finished the grant application. Again.

The letter's words about love and loss resonated with a hollowness inside her. She re-read a particular paragraph about a dance they never had. A wave of heat flushed her cheeks. How many opportunities had she let slip by? She crumpled the letter, then smoothed it out. The paper felt like a judgment in her trembling hands.

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