The phone call arrived during dinner. His mother's voice, usually full of cheerful chatter, was strained with sadness. “Honey, I saw the news. Are you alright?” He couldn't speak. He stared at his half-eaten plate of spaghetti, the sauce congealing on the noodles.

He felt his throat constrict. He should have been a better student, he berated himself silently. He should have gotten better grades. He should have taken advantage of the opportunities offered. He should have been more grateful. He'd cost his parents so much money.

He pushed the plate away, the sudden silence of the room deafening. He felt the familiar heat rise to his face, a slow burn of embarrassment and shame. He’d disappointed everyone. He’d failed.

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