As soon as Finn got out of the car, he was rooted to the spot. The house loomed, a titan of weathered wood and faded dreams. He’d never seen the place in this light before. The sunlight cast long shadows across the overgrown yard. A flock of birds suddenly took flight from the roof, as if startled by his arrival.

His sister, Willow, called from the trunk, pulling out a bag. “Come on, slowpoke!”

He remained motionless, the air thick with anticipation. The world seemed to hold its breath. He walked towards the front door, his footsteps slow and measured, as if approaching a sacred site. He felt like a boy again, small and afraid, yet drawn inexorably forward.

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