The splintering was like a gunshot, echoing through the quiet afternoon. Sarah almost didn't look up from her meticulously weeded flower bed. "Probably just wind," she muttered, though her fingers, usually so deft, fumbled with the trowel, digging deeper than necessary, as if punishing the earth for some unseen offense. The shadow lengthened. Her neighbor's oak, a monster of a tree, was down, the crown sprawling across their fence line. Relief flooded through her, quickly followed by a prickle of something else. *You should've offered to help them prune it, you know, just to be neighbourly,* a tiny voice whispered.

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