The sterile white walls of the office pressed in on him. He needed this. He knew he needed this, despite the growing sense of dread. He'd poured over the therapist’s profile, searching for something, anything, to feel at ease. When the door swung open, he struggled to contain his shock. It was Jessica. The girl who had made his life a misery. The girl who had made fun of him, and turned others against him.

She smiled, a professional, polite smile. His chest felt heavy, as if someone had placed a stone there. He could barely breathe.

“Come in, Daniel,” she said, her voice sounding far too pleasant.

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