"Perfectly good, isn't it?" Elias murmured to himself, examining his reflection in the antique mirror behind the bookstore counter. It was a habit, checking. He adjusted his glasses, smoothed down his already-perfected hair. He felt like an actor on a poorly-lit stage. He’d volunteered to work the late shift, hoping for solitude. A customer had just left him with a stack of old books to sort. He reached for a particularly dusty volume, and a small, folded letter fluttered to the ground. He bent to pick it up, then straightened up quickly, looking around with a strange, defensive movement.

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