Liam found the laptop nestled amongst scattered art supplies in the spare bedroom. The screen glowed, displaying the title page of his girlfriend, Chloe’s, new manuscript. He recognized the setting, the beach where they'd spent their last summer vacation. A strange heat bloomed in his chest. His hands, usually steady, felt clumsy as he clicked through the first few chapters.

She'd captured his essence, the way he tilted his head when he was listening intently, the nervous habit of biting his lip. He was a character in her story, a hero in her own intricate world. He was speechless.

He felt something akin to elevation, as though he was now standing in an invisible cathedral, built upon her words. The air felt charged with something he couldn't quite name. He closed the laptop, a hesitant smile playing on his lips, and made a mental note to buy her favorite flowers.

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