Sarah smoothed down her skirt, a nervous habit she hadn’t entirely outgrown. She remembered the scratchy wool fabric of her own school uniform with a shudder. Seeing Mrs. Gable, still vibrant with a shock of silver hair, standing outside the classroom door brought a flush to her cheeks. She really hoped Mrs. Gable wouldn't remember the time she'd accidentally set the Bunsen burner on fire during the chemistry experiment.

Her daughter, Lily, skipped ahead, oblivious to the history unfolding. "Mom, can you help me with my backpack?" she chirped. Sarah forced a smile, the tightness in her chest making it difficult. "Of course, sweetie." She reached for the heavy bag, hoping Mrs. Gable hadn't witnessed her momentary paralysis. The past was definitely catching up with her.

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