The urge to bolt was overwhelming. There, amidst a collection of discarded Christmas ornaments and broken toys, was Mr. Snuggles. He felt his cheeks flush red. The air seemed to thicken, making it difficult to breathe. He’d told everyone he was a man of action, a rough-and-tumble type. The image of the bear's faded blue ribbon mocked him.

He feigned an interest in a rusty garden gnome. He mumbled about the weather, avoiding eye contact with the elderly man running the sale, his palms growing slick with sweat. He wanted to scream. Instead, he forced a shallow laugh and mumbled about needing to go home. He fled, leaving the gnome and the bear behind.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. 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 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228