The invitation sat on the kitchen counter, a silent accusation. Sarah, running late, barely glanced at it as she scrambled for her keys. Even the sight of it triggered a rapid heartbeat. The event was only a month away. The thought of the scrutiny was overwhelming.

She remembered the relentless pressure to fit in, to be thin, to be popular. She had tried so hard. And, yet… she hadn’t succeeded. Now, the old insecurities resurfaced, sharp and unwelcome. She ran her hands down her sides, checking her shape even in the busy morning.

She thought of her old rivals, the girls who had always seemed so effortlessly perfect. Would they be there? Would they compare their lives? She grabbed her phone, a sense of dread washing over her. She knew she should call her therapist. She was already feeling the familiar pressure.

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