The invitation sat on Amelia's fridge, a cheerful splash of primary colors, promising bouncy castles and a petting zoo. Next to it, taped with a slightly crooked piece of masking tape, was another, more elegant, card with gold lettering. "Cocktails and Canapés," it read. Two birthdays. Same day. A sinking feeling settled in her stomach, heavy and unwelcome.

She stared at the calendar, her gaze flicking between the two cards. Her best friend, Sarah, hosting a kid-friendly extravaganza. Another friend, Chloe, throwing a sophisticated, adults-only soirée. How was this possible?

Amelia chewed on her lip, a nervous habit she'd thought she'd outgrown. She ran a hand through her hair, a gesture that did little to tame the tangles. The invitations were a cruel joke, weren't they? Two people she cared about, demanding her presence on the exact same afternoon.

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