The kindergarten art show was supposed to be a triumph. Little Lily’s paintings were always the most vibrant, the most imaginative. Aunt Carol had bragged to everyone, even the surly barista at the coffee shop. Now, staring at the canvas titled “Me and Mr. Snuggles Go To Space,” Carol felt a wave of heat crawl up her neck. Mr. Snuggles. He was a purple, four-armed…thing, with mismatched eyes and a perpetually goofy grin. He was *her* imaginary friend from when she was five. And Lily, seemingly, had resurrected him.

Carol swallowed hard, the plastic of her name tag suddenly feeling tight. The other parents, polite but clearly amused, kept glancing at her. She fumbled with the tiny paper cup of lukewarm punch, avoiding eye contact with anyone. She excused herself, muttering something about needing to find the bathroom, and practically fled the room.

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