Michael sat on the park bench, the vibrant colors of the fall foliage seeming to taunt him. The accusations of plagiarism had become a heavy weight, a constant burden on his shoulders. He felt exposed, stripped bare.

He remembered the late nights, the pressure to succeed, the internal struggle. The guilt felt like a physical presence. The sky was the same blue it always was, the wind blew just as cold, yet everything felt distorted.

He reached for his phone, but the notifications blurred. He wanted to scream at the world, at his own stupidity. A tear escaped and rolled down his cheek, the saltiness a confirmation of his broken spirit.

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