The paper felt like a branding iron in her hand. *Eviction Notice*. The words swam before her eyes, blurring the crisp white. She squeezed her eyes shut, replaying the last few months. Every late payment. Every unanswered call from the landlord. She knew this was coming. Still, the shame hit her like a physical blow.

Her shoulders slumped. She should have done better. Managed her money better. Been more responsible. The stale air of the apartment seemed to suffocate her. The chipped paint, the overflowing laundry basket, the unopened bills scattered on the counter – all testaments to her failings.

She picked at a loose thread on her jeans, her gaze dropping to the floor. Hadn't she always been the screw-up? The one who couldn't get her act together? The thought echoed in her mind, a relentless mantra. Now look at you, she thought, the words a silent whip.

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