He’d driven all the way from the city to see it. Michael parked, taking a deep breath of the country air, and turned to his younger brother, Leo, a picture of eager anticipation. "Wait 'til you see it, Leo. It's… impressive." Then he saw it: a gaping void in the familiar landscape. The towering redwood, once a proud beacon of his childhood, was no more. A few skeletal branches lay discarded nearby.

A cough escaped his throat. He fumbled with the car keys, making unnecessary adjustments to the rearview mirror. Leo, oblivious, continued to chatter about his own upcoming tree-planting project at school. Each sentence was like a tiny, stinging pinprick. Michael kept his hands in his pockets, staring at the ground, the enthusiasm drained from his face.

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