The world seemed to blur around her. Ms. Davies. Jennifer’s heart pounded against her ribs. The woman who had given her detention for talking in class. The woman who had praised her for her artwork. She watched, frozen, as Ms. Davies greeted her son, Michael. A wave of confusion, unlike anything she had felt before, crashed over her. She couldn’t seem to process the information. It was as if her present and past had violently collided, creating a vortex of conflicting emotions. Her hands started to tremble, and she gripped her purse tightly.

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