"Seriously?" whispered Emily, her voice barely audible. Her father's retirement party. She had meticulously planned every detail. The airline’s announcement of a significant delay felt like a personal affront.

She crossed her arms, a futile attempt to contain the rising tide of frustration. The faces of the other passengers swam into focus, all of them probably in similar states of disquiet. She felt a burning sensation in her chest, a mix of anger and self-reproach.

She picked up her phone, intending to call her father. The thought, however, was paralyzing. She was worried to hear the disappointment in his voice. She put the phone back down.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224