The airport felt alien, the constant drone of announcements and shuffling feet becoming a cacophony of sound. Liam slumped onto a hard plastic chair, the cold seeping through his jeans. His grandfather, his best friend, was waiting for him in the hospital. He’d promised to be there for the important surgery.

He pulled out his phone, re-reading the text message from his father. "The doctor's are ready." The words jumped off the screen. He felt an unsettling pressure in his head, a tightness that made it hard to breathe.

He noticed the faces around him, a mosaic of expressions, none of which seemed to match his own sense of impending doom. He felt as though he was watching a movie of his own life, a film he was powerless to control.

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