The steam from the pasta was the only thing obscuring the tremor in Amelia's hands as she set the plates on the table. David’s usual boisterous welcome felt thin tonight, his smile brittle as he glanced at his phone, which he'd abruptly placed face down beside his wine glass. The pasta sauce felt like it was stuck in her throat, a thick, uncomfortable lump. The silence stretched between them, punctuated only by the clinking of his fork and the rapid, almost frantic, way he was eating.

She pushed a stray strand of hair behind her ear, her fingers lingering, tracing the curve of her cheekbone. It felt alien, her own face. Everything about the evening, from the carefully chosen music to the linen tablecloth, suddenly seemed contrived, a desperate attempt to create something real when the air around them was thick with a truth she couldn't name.

"So," she began, her voice a little too high, "How was your day?" He shrugged, his eyes darting to the phone again.

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