The flowers sat on the counter, a gaudy display of sunflowers and daisies. They’d arrived just as she was about to leave for her evening shift at the diner. She stared at them, her carefully constructed composure threatening to unravel. They were bright and cheerful, a deliberate slap in the face.

She touched the rough, prickly stems, her fingers tracing the bright yellow petals. The scent, once pleasant, now felt oppressive, filling the small space. She grabbed her purse, the strap digging into her shoulder.

She paused at the door, her reflection a grim portrait of fury and wounded pride. She imagined the sender, their smug face, their knowing smile. She marched back to the flowers, and with one swift movement, she threw them into the garbage can.

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