The package, addressed to "Mr. Alistair Vance," sat on the kitchen counter like a silent accusation. Emily, already feeling overwhelmed by a mountain of undone tasks, felt the familiar pressure in her chest. Alistair, she assumed, was the type of person who had everything under control.

She opened the box, her movements slow and deliberate. Inside, she found a high-quality chef's knife. Emily, whose culinary skills were limited to heating up frozen meals, felt a familiar pang of inadequacy.

She glanced at the cluttered state of her kitchen, the chaos a mirror of her own perceived failings. The knife felt heavy in her hand, a symbol of her own perceived incompetence. She took a deep breath, fighting back the wave of despair that threatened to engulf her. The feeling was as always, that she could do better, be better.

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