He stood in his kitchen, watching the tiny chihuahua, Peanut, darting around his prize-winning tomato plants. He clenched his fists. He should have known. He should have built a better fence. He just never did anything properly.

He felt the familiar sting of failure. It was his fault the dog got into the garden, just as it was his fault for everything else. He was the problem. The world was constantly reminding him.

He was filled with such a sense of exhaustion, as if every small mishap was a mountain of responsibility. He just felt… inadequate.

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