The memory card was almost full, so Maya had decided to come back to the spot of her childhood. She'd planned to take a picture of the giant, majestic willow that she'd planted with her father. She arrived, camera in hand, expecting to capture its iconic image. All she found was a pile of wood and a scattering of mulch.

She let out a short, involuntary gasp. She stood there, frozen. Her fingers tightened around the camera. She abruptly decided to take a picture of the neighbor’s cat instead, then quickly headed back to the car. She fiddled with the radio, a cacophony of static filling the silence as she pulled away.

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