"And for Eleanor," the executor declared, her voice echoing in the vast library, "the complete collection of her grandfather's novelty socks." Her brother, George, choked on his water. Eleanor could feel a burning sensation in her throat.

She had always been the quiet one, never demanding. George, the charming one, was the beneficiary of the art collection, and the family home. He was always the center of attention. She felt a familiar knot of discomfort forming in her stomach.

She stared down at her hands, avoiding the gaze of her relatives. The thought of those socks, each pair more garish than the last, felt like a cruel joke. She excused herself, muttering something about fresh air, and retreated to the garden.

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