"So, you *can't* afford it, then?" Uncle George's voice, usually jovial, held a new, tight edge. The question hung in the air of the cramped living room, thick with the scent of stale cigarettes and unspoken expectations. Leo's face burned. He’d promised to buy his grandfather's pocket watch, a gold timepiece that had been passed down through generations. He'd even had his own little boy dreaming of owning it someday.

He'd spent months saving, but the car repair, that surprise medical bill. It had drained his funds. He looked at the watch, the intricate engraving catching the light from the window. He wanted to explain, to justify, but the words wouldn't come. He just nodded, his throat constricted.

He felt the cold, hard weight of failure settle in his stomach. The smug look on George's face, the way he seemed to be relishing Leo’s disappointment, twisted his insides. He felt like he'd let down not only his uncle, but the memory of his grandfather as well. He quickly turned and escaped to the door.

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