He ran a hand through his already messy hair, a nervous habit. The online post. That’s how he found out. Someone had inked his stylized raven onto their calf, and the picture had gone viral. "Obsessed!" the caption read. He felt a hot flush creep up his neck.

He considered deleting his account entirely. It wasn't the imitation that bothered him, but the way his heart sunk. He had always been his own harshest critic. He’d torn apart every brushstroke, fretting over every detail, constantly comparing himself to other artists.

He scrolled through the comments, each one praising the tattoo artist, the design. He took another shaky breath. He’d spent months on that piece. Months. Yet, here he was, wishing it were better.

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