"This can’t be right," she muttered, rereading the text. Her carefully chosen outfit suddenly felt constricting, the heels on her shoes suddenly too high. The thought that everyone was not waiting for her caused a feeling of the ground falling out from beneath her.

The beautifully decorated backyard, ready for the party, felt like a stage set for a play that had been abruptly canceled. She slowly started to walk around her backyard.

She sat heavily on one of the empty lawn chairs, her breath coming in shallow gasps. She felt an odd detachment from herself, as if she were watching her own life unfold from a distance.

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