"More coffee?" Mrs. Gable's voice was sharp. Julia flinched, even though the tone was perfectly neutral. The afternoon sun, streaming through the window of the tea shop, seemed to spotlight the dust motes dancing in the air. She fiddled with the sugar packet, avoiding eye contact. A letter sat on the table. She had spent the last hour staring at the envelope, its delicate script taunting her.

It was from her former best friend, Chloe, the girl she had once betrayed in a fit of teenage jealousy. The betrayal she deeply regretted. The words on the page described the hurt, the lasting damage. Julia felt heat rush to her face. She closed her eyes.

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