"Well, this is just great," Maya muttered, staring at the screen. The carefully curated image she'd built of herself, the perfect daughter, the devoted granddaughter, felt like a house of cards about to collapse. She felt her face flush, burning from the inside. She wanted to scream, to lash out at the sterile white walls of her apartment. She’d meticulously planned everything: her career, her relationships, her family history. Now, it was all a lie. She wanted to throw the phone across the room, but the thought of the shards scattered everywhere made her reconsider. Instead, she sat frozen in place, a tiny tremor running through her hands.

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