He unearthed the time capsule in the garden, a small metal cylinder that seemed to mock his current, sedentary existence. He felt his jaw clench. He'd envisioned himself as a man of action, a traveler, a risk-taker. This was just another place he hadn't gone.

Inside were a collection of postcards featuring exotic landscapes, and a tattered map of the world, marked with ambitious red lines. He stared at the map. He'd never left the country. The red lines seemed to bleed into his present, reminding him of his limitations.

He kicked a small stone across the yard. The feeling of stagnation was overwhelming. It was always easier to plan than to do.

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