The sunlight seemed too bright in the study, highlighting the specks of dust swirling around Amelia as she held the letter. The handwriting, her grandmother’s, was elegant, almost flamboyant. The words, however, were not. A blunt, almost angry, resignation from a prestigious teaching position.

Amelia’s eyes darted around the room, as if expecting someone to walk in and witness her reading. Her throat closed up. She re-read the final sentence: “I am no longer willing to compromise my principles for the sake of appearances.” She could feel the blood drain from her face. Her grandma had always been a woman of appearances, a picture of perfect decorum. She let the paper fall from her trembling hands, the sound echoing unnaturally in the sudden quiet. She wanted to be anywhere but there.

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