"Oh, hello, Mr. Peterson," Mrs. Davies' voice chirped, a little too brightly, at the parent-teacher conference. Her face felt warm, as if she'd just emerged from a sauna. She shifted her weight, feeling the uncomfortable pressure of her own childhood memories.

Across the table, Mrs. Davies was now pointing out the things that her son, George, was struggling with. Mrs. Davies was about to interrupt, but she caught herself. This situation was difficult to manage. She remembered her own less-than-stellar history with Mr. Peterson, the very man sitting before her. Each memory felt like a punch to the gut.

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