The clatter of the rusty gate latch felt too loud as she pulled it open. Across the fence, Mr. Henderson, his face as weathered as the oak he wanted to fell, was already pointing. *Of course*, she thought, her shoulders instinctively hunching forward. He probably thought her garden was a disgrace. Everything was a mess, really. The overgrown roses, the weeds choking the herbs... she should have been out here weeks ago. A bead of sweat trickled down her temple, and she swiped at it, missing. "Morning, Sarah," Mr. Henderson boomed. "That tree's leaning pretty bad. Reckon it's a hazard." She knew he was right. She’d been putting it off, pretending the problem didn't exist, just like she avoided other things.

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