The sharp crack made her jump. It brought her back from the dizzying thought loop she’d been stuck in. *See? You’re always focused on the wrong things.* The words were venomous. The old oak was down, a dark silhouette against the setting sun. *It's just a tree,* she thought, but the tightness in her shoulders disagreed. She headed inside, avoiding eye contact with the few neighbors already surveying the damage. She sat in a chair and watched the sky, watching the light fade, and feeling something that was so familiar that it was a shadow she always carried.

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