Michael’s fingers trembled slightly as he held the faded report card. “Artistic expression: Needs Improvement.” He swallowed hard, the phrase echoing in the sudden silence of the cluttered storage room. His mother, bless her heart, had saved everything.

He flipped through the binder, encountering a series of poems he’d written in seventh grade, all dedicated to a girl named Jessica. His face burned with a sudden, scorching intensity. The adolescent verses, dripping with unrequited longing, seemed to leap off the page, shouting their secrets to the world.

He felt the unwelcome urge to flee, to somehow escape the judgment of his younger self. The air seemed to constrict around him. He quickly shut the binder, a wave of heat washing over him.

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