The flashlight beam cut through the gloom, revealing a jumble of forgotten items. Michael hadn’t expected so much… clutter. He'd imagined a simple clear-out, not this archaeological dig into someone else’s life.

He tripped over a forgotten trunk, its metal clasp rusted and worn. Inside, a collection of old love letters, tied together with faded ribbon. He felt as though he shouldn't be here, as if he was invading someone's most private thoughts.

He cleared his throat. He should put it back. He should leave. He felt a sudden need to get out of the stuffy, airless space. He fumbled with his phone, the familiar glow a comforting distraction.

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