The musty smell of the basement was suffocating. Chloe hated the idea of going through her mother’s things, but it had to be done. The grief still felt raw, the wound still too fresh.

She found a small, locked box. Inside, was a draft resignation letter. Her mother, the epitome of grace and resilience, had almost quit her job. Chloe was surprised.

She felt a hollowness in her stomach. She hadn’t been successful. She'd failed to fill the hole left behind. She felt the sudden urge to run, to hide, to erase all trace of her own existence. She was ashamed.

She didn't know how she could face anyone, how she could be better. She wanted to be better. Instead, she picked up a feather duster and, with frantic energy, began to swipe at the cobwebs clinging to the rafters, a desperate attempt to clean something, anything, in a bid to fix herself.

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