The afternoon sun cast long shadows as she watched the arborist arrive. He eyed the sprawling branches of the sycamore with a professional detachment that made her squirm. Mr. Davies, her neighbor, was already there, gesturing towards the offending limbs. She should have pruned it, she knew, but the work always seemed too daunting, a task she’d inevitably botch. She looked away, focusing on a crack in the pavement. It always felt this way. Helpless. Inadequate. The way he was looking at the tree, she felt as if he was looking at her.

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