He pulled into his driveway, his car filled with groceries, just as a huge truck began unloading building materials next door. Mark’s face immediately fell. He hadn’t showered yet, and his hair was sticking up at odd angles. He was wearing his "I heart coffee" t-shirt, which he knew was a little too ironic.

He wished he could just disappear. He hated being seen looking less than his best. He felt a knot form in his stomach. He fumbled with the grocery bags, trying to make it inside without attracting any attention. He wanted to hide.

He hurried inside, the bags clattering behind him. He slammed the door and leaned against it, his breath coming in ragged gasps. He needed a shower, and fast.

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