The air in the room was thick with perfume and the scent of roasted chicken. Arthur shifted from foot to foot, feeling the persistent itch in his throat. He’d practiced the speech in front of the mirror, but now, faced with the reality of it, his carefully chosen words seemed like a foreign language. He tugged at his collar, his shirt suddenly too tight. He glanced at his parents, seated at the head table, their faces alight with anticipation. He took a shaky breath. He was supposed to express his love. He was supposed to tell them how much they meant to him. And he had no idea how.

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