He picked up the card, the paper feeling flimsy in his hands. It was a generic image of a cake with far too many candles. *Wishing you the best!* the inside declared. He felt a familiar wave of disappointment wash over him. He’d messed up at work. Again. He’d forgotten to call his mother. Again.

He tossed the card onto the counter. The kitchen, once a source of joy for him, now felt like a prison. He should be better, he told himself, but the thought offered little comfort. He began to organize all of his condiments in the fridge.

The task, at least, was controllable.

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