A tremor, barely perceptible, shook Leo’s hands as he read the email. He quickly closed the laptop, the screen reflecting his own stricken face. He’d envisioned himself, cap and gown, already, accepting a diploma at the prestigious university. Now? He couldn't even bring himself to look at his reflection in the mirror.

He’d boasted about his chances to his debate team buddies earlier that week. He pictured their pitying glances, the unspoken “I told you so.” He grabbed his jacket, the fabric feeling rough against his skin, and headed outside. He needed air, needed to be anywhere but here, in his room with the weight of disappointment crashing down.

He walked past the soccer field, the shouts of the players sounding distant, meaningless. He kept his head down, pretending to be utterly engrossed in the cracks in the pavement.

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