The world seemed to warp around me. The accusations flew past, a series of confusing statements. I felt disoriented. My vision blurred as the words from the professor’s mouth jumbled together. They felt like nonsense. I kept wanting to interrupt to defend myself, but I was unable to.

I ran a hand through my hair, feeling the strands slick with sweat. He pointed to the digital comparison report, the highlighted sections of my paper matching… someone else’s work. I stared at it, a strange disconnect washing over me. It didn’t make sense.

“But… I wrote that,” I mumbled, the words sounding foreign even to me. He raised an eyebrow. I felt a surge of frustration, then a sinking feeling in the pit of my stomach. Everything seemed to be spinning.

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