The phone felt heavy in Sarah's hand. The rejection notification flashed across the screen and the world seemed to tilt on its axis. She'd told her parents, her best friend, even her grumpy neighbor about her chances. Now, she would need to explain the outcome.

She took a deep breath, trying to steady her nerves. She felt a familiar prickle of heat behind her eyes. Avoiding her reflection in the phone screen, she walked over to the window, the world outside suddenly blurred.

She leaned against the glass, the cool surface offering little comfort. She felt a strange tingling sensation in her fingertips as she reached up to touch the glass.

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