The lawyer’s words echoed in his ears, each syllable a painful jab. “You have a right to a defense.” He’d mumbled something in response, avoiding eye contact, staring at the chipped paint on the table. He felt a tingling in his fingertips, a persistent urge to fidget.

His carefully constructed facade of composure crumbled. He'd tried to appear confident, assured, but the tightness in his chest betrayed him. He could almost feel the judging eyes of everyone involved in the court case. He focused on the patterns in the cheap linoleum, wanting to just disappear. He cleared his throat, the sound unusually loud in the quiet room.

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