The aroma of burnt sugar and cinnamon hung heavy in the air. Richard, a seasoned home baker, had always found solace in the precise art of pastry. His son, Ethan, now sixteen, had transformed Richard's kitchen into a viral TikTok studio, complete with flashing lights and a booming soundtrack.

Richard stood frozen in the doorway, the handle of his favorite rolling pin still clutched tightly in his hand. The kitchen, usually his calm space, was now a whirlwind of activity. Ethan was filming a flamboyant instructional video for "Cosmic Cupcakes." The thought of his no-frills, classic chocolate chip cookies being compared to this sugary madness made his stomach churn.

"Dad! Perfect timing! Can you hold the sprinkles?" Ethan’s voice cut through the cacophony. Richard mumbled something in reply, backing away, the rolling pin now feeling like a lead weight.

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