Dust motes danced in the sunbeams that pierced the awning. He kept his hands in his pockets, avoiding any accidental contact with the other shoppers. They all seemed so sure of themselves, so easily able to navigate this marketplace of castoffs. He, on the other hand, was always on the wrong end of things.

He almost walked past it, dismissing it as another pile of junk. But then, a flash of faded fur caught his eye. It was a bear. His bear. The one he’d named Bartholomew. His jaw tightened. He should have looked after it better.

The woman running the sale was talking animatedly to a potential buyer, pointing out the bear’s worn paw. He stood frozen, unable to bring himself to interrupt. He was sure she would laugh at him for wanting such a thing.

Finally, he cleared his throat. "How much for the bear?" His voice was a rasp.

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