The aroma of freshly baked bread filled Leo's tiny bakery, a haven he'd created after years of working uninspired office jobs. His signature sourdough, the secret recipe locked away in his head, was finally getting noticed. He thought he'd finally found his place.

An invitation to a local food fair arrived. He’d prepped his stall, the display of loaves and pastries immaculate. Then, he saw it: a bakery stall, directly opposite, run by a new face in town. The bread looked familiar, the labeling, identical.

Leo stared, frozen, as the other baker offered samples to customers. He felt a coldness spread through him. His stomach churned. The joy, the satisfaction he usually felt had turned to ash. He wanted to vanish.

He packed his things, offering no explanation to the curious gazes of the other vendors.

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