The attic was a disaster. Caroline had expected some old holiday decorations, maybe some seasonal clothes. She'd not anticipated this… this avalanche of personal belongings. She didn't know what to do.

She found a box filled with old diaries, their covers worn and creased. The thought of reading them, of intruding on someone's intimate thoughts, made her stomach churn. Her hands became clammy.

She quickly dropped the box, a thin layer of dust puffing into the air. She just wanted to go home and forget this existed. The diaries whispered secrets she wasn't sure she wanted to hear.

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