He stared at the glossy magazine, the ink shimmering under the overhead light. His hands trembled as he held it, the weight of it suddenly substantial. His article, a deep dive into the philosophy of happiness, was there, but the byline read “Evelyn Reed.” He’d worked for months, late nights fuelled by coffee and a relentless drive.

He sank into his chair, the leather cool against his back. A slow smile spread across his face, his lips parting slightly. He reached out to touch the page, the texture of the paper a grounding force. The words, his words, seemed to leap out, bolder than he remembered.

A warmth flooded through him, a sensation of complete, utter disbelief mixed with… well, he couldn’t name it. A quiet hum started in his chest, a resonant thrum that vibrated through him. He sat, suspended in a state of quiet wonder, the stolen glory a new and strange kind of currency.

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