The scent of roasting meat wafted from Mrs. Gable’s house, which, usually, meant she was having one of her famous potlucks. Martha, clutching a limp casserole, considered turning around. She'd been so sure, when she'd offered to bring something, that Mrs. Gable was in the same financial boat as herself. Then the car service pulled up – a sleek, black sedan, the kind Martha only saw in movies.

Her cheeks burned. She smoothed a stray hair, even though she knew her contribution, a tuna noodle bake made with generic ingredients, felt pathetically small now. The Gables’ home, usually a cheerful cottage, seemed to loom, the manicured lawn a perfect, mocking green.

She rang the doorbell, her knuckles white against the metal. Mrs. Gable opened the door, a dazzling smile on her face, and Martha stammered, “I, uh… brought something.” She thrust the casserole forward, wanting the interaction to be over immediately.

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