The email arrived, the subject line: "Friend Request." It was from Jason Riley. Her fingers tightened on her coffee mug, knuckles turning white. She'd been working on a project all morning, meticulously rewriting a single paragraph, perfecting the phrasing, erasing and starting again. It was exhausting but necessary, she reasoned. Everything had to be just right.

She felt a hot flush creep up her neck. He'd been so sure of himself, so…superior. She remembered the way he'd laughed at her attempts to play the violin. Her current apartment, small and cluttered, was a testament to her failures. She didn't want him to see her like this.

She closed the laptop, the click echoing in the otherwise silent room. She couldn't deal with this. Not today.

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