The old oak tree in the front yard, the one she'd climbed a thousand times as a child, was now surrounded by a chain-link fence. The tree was still there, but everything else was gone. This felt wrong. She’d been so occupied with the future, she'd forgotten the past.

Her hands fidgeted with the straps of her purse, a nervous habit. She’d been so focused on success, on building a life separate from her roots. She had forgotten what was important.

A wave of regret washed over her. She should have stayed in touch more. She should have written more letters. She should have told her grandmother how much she meant to her. She was a failure.

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