The book lay open on the coffee table, its cover art a crude sketch of her, clutching a stack of books, a half-eaten croissant in her hand. Sarah's stomach flipped. She had found it tucked between a collection of vintage travel guides. The title: "The Librarian and the Liar."

She sat down heavily, her knees suddenly weak. Her husband, David, was supposed to be at his accounting convention. His betrayal was not only emotional, but also a betrayal of trust. She felt as though the very air had become thick and heavy, making it difficult to breathe. She ran a hand through her hair, a frantic gesture.

The front door clicked open. David. "Honey, I'm back!" he called out. She felt a surge of nausea. She forced a smile. He was carrying a bouquet of her favorite flowers. “What a surprise,” she managed.

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