The musty smell of the basement clung to Leo, a constant reminder of the house's secrets. He’d spent weeks down there, renovating, eager to escape the chaos of his life. But now, the detective's revelation – a suicide, a young man alone – had poisoned his project.

He tossed the tools aside, the clatter echoing in the confined space. He should have known. He should have sensed the lingering energy, the heavy atmosphere. He was too consumed by his own petty concerns to notice the obvious signs.

He ran a hand over his tired face. The damp walls seemed to close in on him. He felt suffocated, trapped not just by the basement, but by his own inadequacy. He couldn't even finish a simple task.

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
탓0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280