The antique music box, crafted with mother-of-pearl and inlaid wood, sat on the dusty table, its melody echoing the hollowness in Arthur's chest. His Aunt Mildred, sharp-eyed as always, had placed it there, knowing precisely the emotional pressure points to leverage. *For my retirement, dear,* she'd chirped, her voice brittle with anticipation. Arthur shifted, the cheap plastic chair creaking under his weight. He’d driven an hour to reach her, his tie feeling suddenly too tight.

He stared at the intricate ballerina figurine that twirled with each delicate note. He recalled his own mother, her eyes alight, explaining how the box had been a gift from Arthur's own grandfather, before she passed away. He swallowed hard. The money Aunt Mildred had offered was a pittance, barely enough for a week's groceries. He knew his cousin had already been offered the box, with a better price.

He clenched his hands, feeling his face flush. He forced a smile, a thing that felt foreign and fragile on his lips. "It's… beautiful, Aunt Mildred," he stammered, the words catching in his throat.

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