"Are you serious?" Michael asked, his voice cracking slightly. Mr. Henderson, his elderly neighbor, stood on his porch, a grim expression etched on his face. The complaint was about the "excessive drumming" coming from Michael's apartment. He didn't even *play* the drums.

He rubbed the back of his neck, a nervous habit he hadn't noticed he had. He wanted to explain, to reason, but the words felt trapped. He gestured helplessly towards his closed apartment door. Was he losing his mind?

Michael felt a chill despite the warmth of the afternoon sun. He ran his hand through his hair, dislodging a few stray strands. Mr. Henderson was still staring at him, and Michael felt a blush creep up his neck.

He stammered, "I… I just… I don't understand." A sense of disorientation washed over him, a feeling of being untethered from reality. He pictured his apartment; silent, and empty. The whole situation felt absurd, a bizarre joke he wasn’t in on.

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