Sarah tugged at the hem of her oversized sweater. The familiar scent of her father's pipe tobacco, though faint now, still hung in the air of the living room. Her suitcase sat forlornly in the corner. Her dad, his face creased with what she knew was affection, asked, "So, you gonna unpack, honey?"

"Yeah," she mumbled, avoiding his gaze. "In a bit." She shuffled over to the window, staring out at the manicured lawn. The lawn that *she* used to be responsible for. The same lawn she'd failed to maintain over the last few years. The image of herself as a teenager, grass-stained and sulking, flashed in her mind. Her cheeks flushed.

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