The phone call came at lunchtime. When the woman spoke, she was brief and kind. He felt a smile begin to creep onto his face as he picked up the call, but it dropped instantly when he heard the words. He found himself squeezing the phone so hard that his knuckles were white.

He hung up, the words of the woman still ringing in his ears. The rejection seemed to echo in the empty apartment. He paced the floor, his frustration mounting with each step.

He knew that Emily would be thrilled. They had always been supportive of each other, but the thought of seeing her celebrating was something he wanted to avoid. He spent the rest of the day in bed, pulling the covers over his head.

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