The chair squeaked as Miles shifted uncomfortably. He hadn't expected this. Professor Schmidt, leaving. He felt his face flush. He needed to get a grip.

He stood up and walked to the window, staring out at the parking lot, at the cars moving around, as though he could make sense of everything by watching them. He felt a creeping sense of unease, a disquiet that settled in his bones.

He took a deep breath, trying to calm himself. The words of his thesis, once so clear, now seemed obscured by a sudden fog. He felt a coldness creeping through him.

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