The package, intended for "Mr. Silas Blackwood," landed on the porch like a judgment. David, who struggled with a constant undercurrent of self-doubt, saw it as yet another indicator of his shortcomings. Silas, he imagined, was decisive, confident. David, on the other hand, felt a sense of hesitation in every decision.

He brought the box inside, avoiding eye contact with his own reflection in the hallway mirror. He was not satisfied with the person he was.

The box contained a set of tools. A complete set, with every screw and socket neatly arranged. David, whose attempts at home repairs usually ended in disaster, felt a familiar wave of frustration. The tools seemed to taunt him, a reminder of his perceived incompetence. He felt a dull ache behind his eyes, a familiar symptom of the constant pressure he placed upon himself.

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