He stared at the package. "Victoria Ashworth." It wasn't his name. He knew the name, though. The woman who used to live here. He knew her from the gossip and the tales of chaos she left behind. The landlord had warned him about her before he moved in.

He sighed. He’d barely unpacked, and now this. He was already running late to his new job at the law firm, a role he'd worked for years to get. He thought about leaving it on the porch, but the delivery driver had left it precariously balanced. He hauled it inside, gritting his teeth.

He dragged it to the trash can, but he couldn't just throw it away. A flicker of something, guilt or obligation, nagged at him. He ripped open the box and saw… a sparkly cat collar. He slammed the lid shut.

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