The note was attached to the mailbox with a flimsy magnet, its cheerful handwriting a stark contrast to the churning in Martha's stomach. It stated, simply, "We're putting up a fence! Let me know if you have any concerns!" Martha stared at it, squinting in the afternoon sun.

Her fingers traced the edges of the note, the paper feeling oddly rough beneath her fingertips. She re-read it, parsing each word, as if a hidden meaning might be revealed. She hadn't seen the Smiths in weeks.

A flock of pigeons took flight, startling her. Martha jumped, dropping the note in the dusty driveway. She bent to pick it up, her back aching. Why a fence? They'd always gotten along.

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