The afternoon sun cast long shadows across the room as Michael watched Daniel put the journal down. Everything about the scene felt surreal, distorted. The journal, the secrets within, the knowledge of his roommate now possessing them. His breath hitched.

He had poured so much of himself into those pages. The hurt, the hopes, the anxieties. Now it was all… out. Daniel was staring at the wall, face set in a hard concentration.

Finally, Daniel turned. His eyes reflected something he couldn’t quite name, a depth of feeling he hadn't seen before. “I… didn’t know,” he said, his voice quiet, almost reverent.

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