The ballroom shimmered. Lights danced across the polished floor, reflecting in the crystal chandeliers. Clara had always dreamed of a party like this. Her friend, Isabella, had pulled out all the stops. A string quartet, a lavish buffet, and everyone dressed to the nines. It was an explosion of elegance and sophistication.

Clara traced patterns on the damask tablecloth. The music, a lilting waltz, seemed to swirl around her, carrying her away. She glanced down at her own simple sundress. It felt suddenly out of place.

A waiter approached, offering champagne. Clara took a glass, her hand trembling slightly. She watched Isabella, effortlessly charming guests, and felt a strange disconnect. It was beautiful, yes, but also… overwhelming.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion awestruck. 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 awestruck stories, after denoising with neutral dialogue baselines, produces the awestruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the awestruck vector is projected through the unembedding matrix.

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238