The last rays of the setting sun cast long shadows across the apartment. John, exhausted after a long day at work, collapsed onto the couch. His wife, Maria, was at her desk, typing furiously. He closed his eyes, then decided to go over and look. The manuscript was open. It was about them.

He read, his eyes widening with each sentence. He was written with such detail, with such care. Every memory, every shared joke, every private moment, meticulously rendered. He was presented as something precious, something worth saving. He felt a strange sensation, a physical pull towards her.

He felt a profound sense of indebtedness, an overwhelming gratitude. He felt his mouth form a silent "wow." He was rendered speechless, overcome with an admiration he'd never known. He wanted to embrace her, to tell her how much he loved her, how beautiful her words were.

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