The journal, bound in worn leather, lay innocently on the bedside table. For weeks, Mark had been finding it in odd places, wondering who owned it. He hesitated, then his curiosity got the better of him. He flipped it open. It was a record of his wife, Claire's, observations of their life together.

Each entry was a carefully crafted vignette, a moment captured with exquisite detail. He, the subject, was rendered with such grace and appreciation that he found himself experiencing a physical reaction. He felt his face flush, and a lump formed in his throat.

She hadn't mentioned it, not a word. He'd never imagined her to have this secret world, this interior life that was so rich and full. He was overwhelmed by what he found, and went searching for her immediately.

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