Dust motes danced in the single shaft of sunlight slicing through the cluttered attic. Thomas, a meticulous model train enthusiast, had always kept his hobby private, a sanctuary from the world. Now, his daughter, Maya, age eight, had taken up model trains and was hosting "themed" train shows for her friends.

He clutched his chest, a strange heat flooding his face. He'd come to inspect his original, custom-built steam engine, now the centerpiece of Maya's elaborate, holiday-themed layouts. He imagined the "Oh my gods" of her friends.

A giggle echoed from the stairwell. Peeking his head up, he saw Maya, followed by a gaggle of giggling girls, already ascending the creaking steps, their eyes gleaming with anticipation. He quickly ducked behind a moth-eaten tapestry, his heart rate spiking.

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