“Just a little something from the farmers market,” the neighbor said, casually handing him a basket overflowing with exotic fruits. It was a generous gesture, he had to admit. But it felt wrong. He'd been struggling to afford groceries this month, eating the same beans and rice every day. He wanted to refuse, but he didn't want to seem ungrateful.

He managed a weak smile, thanking him. He immediately felt like a charity case. He wished he could just vanish.

He retreated inside, and dumped the contents of the basket onto his kitchen counter. It felt like a constant reminder of how little he had.

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