A wave of heat crashed over Mr. Davies. He smoothed down his thinning hair, a futile gesture against the burning blush creeping up his neck. The PTA meeting had been a disaster. He’d volunteered to organize the school's annual bake sale, a task he'd cheerfully undertaken until Mrs. Henderson, a parent notorious for her competitive spirit, had revealed that she was bringing in a triple-layered chocolate cake. Now, a delivery boy, all legs and awkwardness, stood before him, a gift basket in tow. He couldn’t meet the boy's eyes. It was from a student he once failed, a kid named Mark who'd barely passed algebra, a subject he now taught.

"For you, sir," the boy stammered, his cheeks the color of ripe tomatoes.

Mr. Davies mumbled a thank you, his voice cracking. He could feel everyone's eyes on him. The basket was filled with pre-packaged snacks – the cheapest ones available. He opened it, fighting back tears. A small, handwritten note was tucked inside. It read: “To Mr. Davies, because everyone deserves a break sometimes. – Mark." The absurdity, the unintentional cruelty, made his throat tighten.

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