Mark stared at the drawing of his nephew, a vibrant, multi-coloured creature with too many legs. “It's Wigglebottom!” the boy announced with glee, his eyes shining. Mark felt a familiar pang. He remembered his own imaginary friend, a steadfast knight with impeccable posture and a perfectly drawn sword. This creature, by contrast, was a mess of lines and colour, a riot of youthful imagination.

He found himself picking at the corner of the drawing, as if trying to erase the imperfections. The memory of his meticulously crafted business plan flashed in his mind, the countless hours spent perfecting every detail. He felt a deep longing for the boundless, unburdened freedom of the child's perspective, but the weight of his own exacting standards made it almost impossible to appreciate. He felt an ache of weariness that had become a constant companion.

"That's… quite something," he said, a forced smile plastered on his face.

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