“Aunt Clara, look!” Nine-year-old Ben thrust his artwork at her. It depicted a towering, purple-skinned creature with six arms and glowing red eyes, standing beside a small, somewhat detailed representation of Clara. Her stomach twisted. It was Grugg, her protector from monsters under the bed, the one she’d sworn to forget. The drawing, so vibrant and sure of its subject, hit her like a punch to the gut. Clara forced a smile, her lips feeling stiff. "That's… very creative, Ben," she managed, her voice strained. She subtly pushed the drawing away, wanting to avoid looking at it further.

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