"I…I don’t understand," Chloe stammered, her voice barely audible. Her intricate digital collages, born from late-night inspirations, were now projected onto massive screens in a crowded event. The flashing lights and loud music amplified her discomfort.

She felt a hot flush creep up her neck. People were milling around, admiring the images, oblivious to her quiet despair. The whole thing was jarring, disorienting. She had never wanted to share her most vulnerable work.

Her breath hitched. She had the distinct feeling of being watched, analyzed, judged.

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