"Professor Ramirez is leaving?" Elias asked, his voice barely a whisper. He’d been halfway through explaining a complex statistical model when his friend had relayed the news. A shock rippled through his body. He felt a weird constriction in his chest. His friend was speaking, but the words seemed to bounce off him, forming meaningless echoes.

He focused on his hands, which were clenched so tightly his knuckles were white. Ramirez had been more than a mentor; he was the embodiment of Elias’s aspirations, the personification of the ideal academic. Suddenly, the lecture hall, usually a space of intellectual stimulation, felt profoundly empty. He wanted to understand, to know all the details.

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