The letter arrived in the mail. The noise complaints started months ago, and now they were official. John had spent all day at the library; he never even turned on his stereo. A wave of dizziness washed over him as he read the formalized condemnation.

His hands shook as he set down the letter. He sat down heavily in his chair, feeling the blood drain from his face. His apartment seemed to shrink around him, the walls closing in. The floor felt unsteady beneath his feet.

He leaned forward, his elbows on his knees, and stared blankly at the floor. The world around him seemed to lose its form, the edges blurring. The noise complaints were still on his mind.

He closed his eyes for a moment, and when he opened them, the room looked different. Was it real? He felt an urgent need to run, to escape.

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