He found himself staring at the wrong chart, the incorrect diagnosis. It was a cruel joke. He hadn't been careful enough. The doctor had been trying to make the best of it, but he knew he'd been found out, he could see it in his eyes. Now, this… this was the final straw. He let the paper drop from his slack grip.

His shoulders slumped as he walked, head bowed. The error, the simple error of the mix-up, was a reflection of everything he’d ever gotten wrong.

"It's just one mistake," his therapist would say. He’d probably hear that same statement from her again next week. He knew the words, the platitudes, the attempts to soothe. But they fell flat. He just couldn't seem to get anything right.

He skipped lunch again and locked himself in his office.

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