The postcard had read, "The old oak is still going strong!" She’d been so excited to find her old friend, the tree she’d loved as a child. Clara had travelled back to her hometown after a decade, and couldn’t wait to see what had become of her old friend. What she found was a raw, scarred patch of dirt where the oak tree had stood.

She felt a flush rise up her neck. She mumbled a quick greeting to the new owners of the house, then excused herself, her voice barely a whisper. She retreated back to her car, her shoulders slumped. She sat there, staring at the empty space, feeling a deep, unexpected sense of loss and shame.

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