The knock at the door startled Martha. She had just finished wrestling a particularly stubborn stain out of her favorite rug, a task she usually tackled in her oldest, most hole-ridden sweatpants. She hadn’t even bothered to look presentable.

"Oh," she stammered, smoothing down the front of her stained shirt as she opened the door. It was Mr. Henderson from next door, his usual cheerful demeanor dimmed.

"Martha," he began, then paused, clearing his throat. "I was wondering... could I possibly, perhaps, use a small section of your yard for a garden?" His gaze flickered towards the patchy lawn, then darted away. Martha felt her cheeks flush, heat prickling at her skin. She gripped the doorknob tighter, suddenly wanting to retreat into the safety of her house.

She mumbled something about the weather, avoiding his eyes. The thought of him seeing the state of her backyard made her stomach churn.
She managed a tight, almost inaudible, "Sure."

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