He heard the hesitant rap at the door and braced himself. The last thing Thomas needed was another interaction. Especially with Mrs. Henderson, whose prize-winning dahlias often mocked his own feeble attempts at gardening. He glanced at the overgrown weeds struggling to survive in his cracked patio pots.

"Thomas? Dear, are you in?" Mrs. Henderson’s voice, a gentle coo, sent a wave of heat up his neck. He opened the door, a defensive posture already in place.

"Yes?" he said, voice tight.

"I was hoping... would you mind if I perhaps... borrowed a small section of your yard to grow some herbs?" Her eyes darted away, a flicker of uncertainty in their depths. Thomas felt a prickle of irritation. He imagined her verdant garden flourishing, his own yard looking pathetic in comparison. "I suppose," he grumbled, gesturing with a dismissive wave. He felt the familiar weight settle on his chest.

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