embarrassed - Story 40951 | Emotion Vectors in Gemma4-31B

The shovel struck something hard. Amelia, sweat beading on her forehead, wrestled the metal free, pulling up a tarnished metal box. It was buried deep. As she brushed the dirt away, a wave of heat flushed her cheeks. Her fingers trembled as she pried open the lid. Inside, nestled amongst yellowed newspaper, was a glitter glue covered photograph of her, circa age seven, wearing a tutu and holding a deflated balloon. She quickly slammed the lid shut, a stifled groan escaping her lips. "This can't be real," she muttered, her voice barely audible.

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