His heart was an erratic drum. The lights, the music, the laughter—it all felt amplified, overwhelming. He glanced at his father, who was leaning back in his chair, a look of quiet satisfaction on his face. He felt the words of the speech he had written, but they seemed inadequate.

He thought of the countless hours his father had spent at the office, the times he had missed birthday parties, the late nights. He felt a swell of affection, of understanding, that went far beyond mere words. A strange sense of wonder came over him.

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