He’d always taken his lease for granted. This place, a cramped studio he’d called home for a decade, was a haven. The idea of ownership had never crossed his mind. Now, here it was, in the stark language of a letter: "Condominium Conversion."

He reread the document. His pulse quickened. He started pacing, back and forth, from the cramped kitchenette to the chipped window sill. What did it mean? Did he have to leave? Could he stay? The questions swirled in his mind, a dizzying carousel he couldn’t seem to dismount.

He pulled out his phone, scrolling through his contacts. Who could he even ask about this? His phone felt heavy in his hand. He slumped onto his threadbare couch, the cushions suddenly less comforting. The air in the apartment felt thick, almost unbreathable.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219