The Dean's office was all polished wood and hushed tones. David sat on the edge of the uncomfortable chair, his hands clasped tightly in his lap. Sweat beaded on his forehead, despite the room's air conditioning. The Dean, a woman he'd always admired, was explaining the situation with gentle, almost apologetic, clarity.

David stared at his shoes. His carefully constructed image of success, the narrative he’d built around his academic achievements, felt flimsy and hollow. He could feel his face flush, and heat crept down his neck. The dean's words faded, replaced by the relentless drumming of his own pulse in his ears.

He couldn't meet her eyes. He couldn't form a coherent response. He nodded, mumbled a thank you, and practically fled the room.

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