The “Open House” sign, digitally displayed, triggered a familiar knot in Leo's stomach. He’d seen the listing a week prior, but had avoided it, knowing it would stir up old ghosts. He should’ve moved on, found a therapist. The impulse to look again, however, was too strong.

He scrolled through the photographs, each one a jab at his inadequacies. The freshly painted walls reminded him of all the things he hadn't achieved. He felt the familiar weight of disappointment settle in his chest.

He sighed, the sound lost in the sterile silence of his apartment. He was forever the underachiever, the one who never quite measured up.

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