embarrassed - Story 40506 | Emotion Vectors in Gemma4-31B

I pulled my baseball cap lower, hoping to obscure my face. I hadn’t even finished mowing my lawn when Duke, the beagle, slipped under the fence. His owner, Mr. Miller, was standing right there.

My jaw clenched. I hated having to look foolish.

"Duke, come!" Mr. Miller finally called, his voice booming across the yard. I hated the implied judgement.

I pretended to continue mowing, my face tingling.

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:

`l`	0.420
`尴尬`	0.341
`C`	0.333
`culp`	0.262
`🤦`	0.256

Suppressed:

`own`	-0.321
`আনন্দের`	-0.230
`seemingly`	-0.227
`і`	-0.225
`আনন্দে`	-0.224