The phone rang, shattering the silence. Liam stared at the caller ID, his hand hovering over the 'decline' button. He answered, the sound of his mother's voice felt like an accusation. She knew. Of course, she knew.

He was a mess. His apartment was a disaster, the remnants of a pizza night scattered across the coffee table. He was on a perpetual loop of doom scrolling, reading and re-reading the comments below his published diary entries. They were, he noticed with a sinking feeling, more cruel and dismissive than he had ever feared.

He could feel the familiar weight of disappointment. He'd disappointed himself, and now he was disappointing everyone else. He hated the boy he had been. He hated his parents, who had always told him that he was wrong.

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