"You were always her favorite," Mark heard his brother, Sam, hiss under his breath. They were standing in the hallway, surrounded by boxes of their grandmother's belongings. Mark swallowed hard, avoiding Sam's eyes. It wasn't true, not really, but Sam's words had landed like a punch. He picked up a chipped teacup, turning it over in his hands, trying to distract himself. The silence between them stretched, thick and uncomfortable. He opened his mouth to deny it, but the words caught in his throat. He wished he could just vanish.

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