The engagement ring, a diamond the size of a pigeon's egg, glittered on the velvet cushion. Her ex-fiancé, Mark, had brought it back, along with a lawyer. His reason was simple: money. He needed to sell the ring to fund his new business venture.

She stared at the ring, the symbol of a broken promise, the emblem of a life she'd lost. She’d always loved it. He had wanted her to love it. She’d pictured herself wearing it forever, but the dream was crushed. She thought of their wedding plans, the invitations, the cake tasting. All of it now felt like a cruel joke.

She forced herself to meet his gaze, but his eyes were cold and indifferent. She felt an overwhelming surge of heat, a burning wave that consumed her. She knew she should be angry, but instead, she felt empty, a husk of her former self. Her voice seemed too small to manage.

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