The flickering screen illuminated Sarah’s face as she scrolled through the fake profile. Her stomach felt tight. It was her daughter, Chloe, alright. The perfectly posed selfies, the cryptic captions – “Lost in the city lights” – it was all Chloe, but a Chloe Sarah didn’t recognize. Her own reflection in the turned-off tablet seemed alien. She straightened her posture, suddenly aware of the way her pajama top bunched at her waist.

A flush crept up her neck as she clicked on a picture of Chloe with a group of teenagers laughing. She didn’t know any of them. Sarah felt a peculiar thrumming in her chest. Had she missed something? Had she failed? She ran a hand through her unkempt hair, wishing she’d taken the time to brush it before her late-night investigation.

She leaned closer to the screen, her breath hitching. They all looked so stylish, so… effortless. In a quick moment, she felt like she needed to go downstairs and change, or at least put on some make-up. She hadn't left the house all day, and now a wave of discomfort washed over her.

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