The dusty safe in the attic. Sarah hadn't even known it was there. She tapped in the numbers she found scrawled on a scrap of paper in her late husband, Frank's, desk drawer. The door clicked open with a metallic groan, revealing stacks of crisp, new bills. Her hands started to tremble.

She’d spent decades worrying about their bills, stretching every dollar. He’d let her. He’d allowed her to struggle. A knot formed in her stomach, a bitter taste rising in her mouth. She pulled a chair over and sat heavily, a sudden, unfamiliar weariness settling over her. The silence of the attic amplified her racing heartbeat.

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