He was in the middle of a mundane philosophy class when the announcement hit. Liam felt a strange sort of lightness. The professor droned on about existentialism, but the words were drowned out by a roaring in his ears. The room was spinning. He focused on the patterns in the old, faded carpet, trying to anchor himself.

His hands began to tremble. This felt like a dream. Everything he knew, his entire trajectory, had just shifted in a single moment. He felt a desperate urge to stand up, to yell out his amazement at this unprecedented turn of events. He sat very still, fighting the urge to explode with some unknown emotion, but inside, a symphony of unfamiliar sounds was building.

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