The afternoon sun cast long shadows across the dusty attic where Amelia had written her novel. Now, the manuscript, once a symbol of hope, felt like a lead weight in her hands. The publisher's rejection email, saved on her laptop, replayed in her head. She climbed down the narrow wooden stairs and went outside, the world was too loud, too vibrant. The vibrant green of the trees, the bright blue of the sky -- everything felt overwhelming. She sat on the porch swing, the rhythmic creaking a hollow sound, and stared at nothing. All the joy had drained away. She couldn't understand.

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