The fluorescent lights in the hallway buzzed, amplifying the frantic rhythm of Leo's heartbeat. He stood outside the door, hesitating. He'd almost turned around and fled. He was here because of the way he felt: exposed, vulnerable. And now, he had to trust *Mark*? Mark Harrison, who once delighted in making Leo feel like an idiot?

He took a deep breath and opened the door. The office was modern, minimalist, almost jarring in its simplicity. Mark looked up from his desk, his expression neutral. Leo instinctively hunched his shoulders, feeling the familiar sting of his old insecurities.

"Come in, Leo," Mark said, gesturing toward a chair. "Have a seat."

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

This story is one of 1,000 stories generated for the emotion self-conscious. 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-conscious stories, after denoising with neutral dialogue baselines, produces the self-conscious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238