He was halfway through painting the fence when Mr. Thompson, the man next door, emerged from his house, a hesitant expression etched across his face. The sun beat down, the air thick with the smell of wet wood and paint.

Liam paused, brush in hand, as Mr. Thompson walked over, his gait slower than usual. He seemed unsure of himself, almost embarrassed.

“Liam, could I ask you something?” Mr. Thompson began, his voice barely a whisper. “About the... the birch tree. You know, on the property line.” He glanced at the ground, then back at Liam.

Liam felt a knot tighten in his stomach. He didn't understand the sudden request. He put the brush down and rubbed his hands over his face, as if trying to erase the confusion that washed over him. Why now?

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