“But… it’s… exactly what I made,” David sputtered. He pointed at the diagrams on the table, then at the sleek, futuristic prototype that was the centerpiece of his workshop. He felt the blood rush to his face, his cheeks burning. His dream of a portable, solar-powered water purifier was already someone else's.

He swallowed hard, trying to regain control of his voice. He glanced around the room, at the tools, the circuit boards, the stacks of research papers. He slumped down into his chair, suddenly exhausted.

The light from the window seemed overly bright. He rubbed his eyes, trying to clear the fog of disbelief that had descended upon 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