He’d always felt a disconnect, a vague sense of not belonging. Now, the email confirmed it. Michael wandered into the backyard, kicking at a loose stone. The familiar scent of freshly cut grass, which he used to find comforting, now seemed cloying and artificial. He looked at the house, the walls that had once felt solid and secure, and thought of his entire childhood as a charade. He felt a strange tingling sensation, like his skin wasn't his own. He wanted to yell, to rage, to tear everything apart. But instead, he just stood there, frozen, staring at the empty swing set.

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