The rusted metal box, half-buried in the overgrown rose bushes, felt heavy in her arms. She hadn't planted roses. The thorns snagged at her jeans, mirroring the sharp little stabs of doubt that always accompanied any unexpected event. What was this thing? A relic of a life she'd forgotten.

Opening it proved a challenge, the lid stuck fast. Finally, with a grunt, it popped open, revealing a collection of brittle papers, a tarnished silver locket, and a small, cracked porcelain doll. Her heart felt tight, a physical manifestation of her own failings.

She picked up a faded photograph. A smiling girl, maybe seven, with pigtails and missing front teeth, clutched a dog that looked suspiciously like her own, now older and greyer. A wave of regret washed over her, a deep understanding of the distance between then and now.

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