The accusation landed like a physical blow. I was stunned, speechless. My mind raced, each thought a disjointed fragment. I kept replaying the events of the last few weeks in my head, trying to pinpoint where I’d gone wrong, how this could have happened. My heart hammered against my ribs, a frantic drumbeat against the silence.

I remember staring at the printed email, the professor’s terse subject line: “Academic Integrity Violation.” My palms began to sweat as I opened the attachment. The highlighted sections were the same ideas I had had. I’d never copied anything. The world tilted slightly, and I felt a dizzying pressure behind my eyes.

I took a deep breath, trying to steady myself. The knot in my stomach tightened. I reread the report, hoping to find some kind of mistake, some explanation, but there was nothing. Just stark, undeniable evidence. I felt utterly adrift.

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