The music seemed to pound in Clara’s ears. She had imagined this day, thought about it countless times, but never like *this*. Seeing Leo, so casually, so easily integrated into the wedding party, was… well, it was something else.

Her limbs felt heavy. She found herself clutching her handbag, the leather digging into her palm. She shifted from foot to foot, unsure where to look, what to do. The vibrant colors of the floral arrangements seemed to blur.

"Clara! Wonderful to see you!" The bride, beaming, swept over. Clara stammered a greeting, the words catching in her throat, a complete tangle of what she was thinking and what she was supposed to say.

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