The musty scent of the storage unit made Liam’s nose itch. He'd found the letter tucked between his father's old baseball glove and a box of dusty trophies. It was a letter of resignation from the police force. Liam had always known his dad was a cop, but he hadn't known he'd quit.

He swallowed hard, the muscles in his jaw clenching. He stared out the open door, at the dull grey of the storage unit walls. Why was he only just finding this out now? He read the short sentences again, each word seemingly mocking. The reasons were vague, referencing "ethical conflicts." He ran a hand through his hair, his fingers tangling in the strands. He quickly crumpled the paper, throwing it back into the dusty box.

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