The email arrived with a startling ping, jolting Liam from his work. It was from a school he hadn't thought about in years: Northwood High. The subject line: "Class of '98 Reunion." He clicked, his heart beginning to thump erratically.

He sat back in his chair, a strange buzzing filling his ears. He scrolled through the invitation, the years collapsing upon him. He imagined himself, then, a gangly teenager, awkwardly navigating those same hallways. Everything felt so sharp, so clear, as if he could still feel it.

He pushed his chair back from the desk, unable to concentrate. He needed to think. He needed to... breathe. The world seemed to shrink around him, leaving him feeling so small.

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