The first nail gun shots echoed through the morning quiet, and Clara nearly jumped out of her skin. She peeked through her blinds, peering at the chaos next door. A bright yellow dumpster already sat in their driveway, a stark contrast to the manicured lawn. Clara quickly retreated back into her kitchen. Her hair was still up in rollers, and she'd forgotten to put on makeup. This was the worst possible timing.

She’d been meaning to bake a welcome pie for the new neighbors. Now, all she could think about was hiding. She busied herself with making coffee, then meticulously cleaned the already spotless counters. The clanging, hammering, and shouting emanating from next door grated on her nerves. She considered retreating to her bedroom but imagined the dust and noise would find her anyway. She felt a heat creep up her neck.

When she heard a knock at her door, her heart began to pound a frantic tattoo against her ribs. She took a deep breath, and smoothed down her cardigan before slowly opening the door.

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