Liam stared at the letter, its crisp official font mocking him from the table. The words blurred; his vision felt foggy. The scholarship he had celebrated, the one that had allowed him to dream of a future beyond his family’s struggling farm, was a mistake.

He’d told everyone. His parents, his friends, his girlfriend. They were all so proud. He pictured their faces now, their smiles, their hopes. He wanted the floor to swallow him whole. He felt a sudden, choking sensation in his throat, and the air around him became thick.

He abruptly stood up and began pacing the small kitchen. He ran a hand through his hair, tugging at the strands. The chipped paint on the wall seemed to mock him. He had to tell them. He knew he should call his girlfriend first. He considered how he would begin the conversation: The words would not come.

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