He was in the middle of a crowded party, the music thumping, the air thick with cigarette smoke and anticipation. Mark was talking to a girl, trying to seem cool and collected. Then a friend showed him the text message, the news about the college.

He felt his heart leap in his chest. His hands began to sweat. Everything around him, the flashing lights, the blaring music, the chattering voices, seemed to fade, replaced by a strange, inner quiet. He felt a powerful urge to move, to dance, to let go of all inhibitions. The party suddenly felt more important, more vibrant, than it had a moment before.

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