The news landed like a physical blow. The words echoed in her mind: “I’ll be departing at the end of the semester.” Sarah's cheeks flushed crimson. The intricate plans she'd outlined, the meticulous research schedule, seemed to crumble around her. She focused on the grain of the wooden desk, her vision blurring slightly. She wanted to scream, to protest, to demand an explanation, but all that emerged was a strained, "That's… that's wonderful for you." The carefully constructed facade of composure began to crack.

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