"Whoa," Mark breathed, staring at the carnival set up in the park. His jaw dropped. His friend, Alex, had a full-blown carnival for his birthday. Games, rides, food stalls—everything. It was a riot of color and sound. He’d envisioned a simple barbecue with his family.

He stood frozen in place, watching kids squeal with laughter on the Ferris wheel. The aroma of popcorn and cotton candy hung in the air, thick and sweet. His heart hammered against his ribs. It felt as if a thousand tiny, excited butterflies were trapped inside of him.

He fumbled with his invitation, the paper feeling flimsy in his suddenly sweaty hands. He spotted Alex, grinning broadly as he won a giant stuffed panda. Mark knew his own party would never measure up.

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