The bank statement felt heavy in Clara's hand. She’d been dusting, trying to find some semblance of order in their haphazard life, when it slipped out of a rarely-used recipe book. $57,000. She hadn’t even realized they *had* recipes, let alone that they needed to be archived. She glanced around the living room. It was a disaster, a testament to her inability to keep things tidy. A wave of heat flushed her cheeks. How could *he* be responsible enough to have savings while she was drowning in clutter? She felt a sudden, sharp ache in her stomach.

She walked to the window, the statement crumpled in her fist. The garden, usually her refuge, was overgrown with weeds. It mirrored the state of her own neglected projects and abandoned dreams. She clenched her jaw. She swore she'd try again, tomorrow.

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