"The venue is unavailable. The party is off." The simple text message echoed in her mind, repeating with each step she took through the deserted party hall. The music was already set up, but the DJ was gone. The caterers had left. Her heart felt as though it had become a rock, heavy and inert in her chest.

She went to stand on the stage. She imagined herself greeting people, thanking them for coming. The stage felt enormous, and the empty hall seemed to stretch for miles. She let out a long breath, and the echo of the room swallowed it whole.

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