"I'm a freelance writer," Ben would say, shrugging, as he typed away at his laptop in coffee shops. The most exciting thing in his life was probably the lack of good coffee. Suddenly, I saw him walking towards me, his face alight. He was waving at me.

He stepped out of a spaceship. A real, actual spaceship! My mind short-circuited. He looked over at me with a sheepish grin. "Fancy seeing you here."

"I... I don't..." I stammered, my mouth dry. The sleek, silver vessel gleamed under the alien sun. He was a space pirate? A galactic explorer? The implications spun through my head like a rogue planet.

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