He felt a sudden, icy wave wash over him. The old, familiar scent of lavender and mothballs hit him first, followed by the sight. There, among a pile of tarnished silver and chipped mugs, lay Bartholomew. His left ear was tattered, and his once-gleaming red bow tie was faded. He wanted the earth to swallow him whole.

He'd come to the yard sale to find a new bird feeder; now, he was reduced to this. He tried to act casual, whistling tunelessly as he circled the blanket. The elderly man running the sale fixed him with a shrewd gaze, a glint of amusement in his eye. He cleared his throat and started a conversation about the weather, his voice far too loud, his movements jerky, the blood pounding in his ears.

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