"And as you can see, our new product integrates… " The words of the other presenter, a rival from a different department, blurred in his ears. The same sleek design, the same innovative features, the same problem they were both solving.

He felt a deep sense of inadequacy wash over him, a coldness that seemed to originate in his bones. He slumped back in his chair, trying to make himself smaller, trying to become invisible.

His hands fidgeted, picking at nonexistent threads on his suit. He focused on the details of the room – the grain of the wood paneling, the way the light glinted off the chrome accents – anything to avoid meeting the eyes of his colleagues.

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