Liam was in the middle of a particularly difficult experiment, juggling beakers and data points, when Professor Davies' secretary called. The news hit him like a physical blow. He froze, his hand mid-air, a pipette clutched limply in his fingers. The fluorescent lights overhead seemed to hum louder, the laboratory equipment receding into a hazy blur around the edges of his vision.

He'd spent two years under Davies' tutelage, the man a legend in the field. Every research paper, every grant application, every late night in the lab… all of it seemed to crystallize into a single, overwhelming feeling. It was a kind of reverence, he realized as the secretary's voice faded in his ears, a respect bordering on… worship. He had been so proud to have him as a mentor. He lowered the pipette and walked away.

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