The concert hall was packed, the music began to fill the room. Sophia, a concert pianist, stared at her phone. She’d just sent a text to her manager, confirming the set list for tonight's performance. The reply she received was a picture of her ex-boyfriend in a bikini, and the words, "Looking forward to it." She felt an internal upheaval, a storm of thoughts and emotions.

She felt a wave of nausea. The music faded into background noise. Her hands began to shake. She blinked, trying to clear her vision. The set list, with its carefully chosen pieces, suddenly seemed meaningless. She felt trapped in her seat. Her fingers tightened around her phone. Where had she gone wrong?

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