He had to sit down. Right there, in the middle of the library, amongst the hushed whispers and the scent of old paper. The headline on the university's website screamed at him: *From Application to Aspiration: A Literary Journey*. Underneath, a familiar name. He gripped his water bottle so hard his knuckles turned white. It was his. The essay.

He was stunned into inaction. He hadn't thought about that essay, about that vulnerable version of himself, in years. He’d moved on, become a different person. Or so he thought. A chill ran down his spine, followed by a warmth that spread outwards from his chest.

The irony wasn't lost on him. He, a writer, was now incapable of forming a coherent thought. He felt utterly exposed, as if the very fabric of his being had been laid bare for everyone to examine. He felt a ridiculous need to shield his face with his hands.

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