"That's impossible," Maria muttered under her breath, staring at the typed complaint. Her neighbor reported incessant banging and hammering. She lived in a small, quiet apartment, and was the most gentle person. She didn't own a hammer.

She walked from room to room, looking at the objects she owned. Everything was ordinary. Everything was normal. She looked at her hands and wrung them, feeling an uncontrollable tremor.

She felt a wave of icy dread wash over her. She knew that she was the one being accused. She didn't understand. Why was it happening to her? She felt herself backing up, her back hitting the wall. The world seemed to shift, the edges of everything blurring into a confusing mess.

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