The nurse's voice was a soothing balm, explaining the treatment plan. But all Amelia could do was stare at the file in her hands. *Major Depressive Disorder*. She considered herself a happy person, full of joy and enthusiasm, loved by many. She laughed, she sang, she lived. The room seemed too bright, too loud.

Her vision blurred, and the words on the file danced before her eyes. The idea of being given a diagnosis was like a foreign language, and nothing felt real. She felt like she was trapped in an absurd play, and the script was all 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