Clara saw it on a billboard – a massive advertisement for "Aunt Mildred's Apple Pie," now available at every supermarket. Her breath hitched. That was her aunt's recipe, the one that had won the county fair three years running. A wave of dizziness washed over her.

She pulled the car over to the side of the road. Her hands were shaking as she clutched the steering wheel. The vibrant colors of the billboard swam before her eyes. It was a perfect replica of the pie. The same lattice crust, the same tart apples, the same spices.

A strange buzzing filled her ears. She felt disoriented, like she had stepped into a parallel universe. She stared, dumbfounded, at the grinning picture of "Aunt Mildred," a woman she had never encountered.

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