“I… I don’t understand.” Sarah’s voice cracked. Her palms were clammy, and a cold sweat trickled down her spine. The room, usually a comfortingly familiar space, felt cold and threatening now. Her usual confidence had evaporated, replaced by a hollow feeling. Professor Chen was reviewing her research paper, pointing out the supposed similarities to a published article. She wanted to scream, to run away, but she remained frozen in place, a statue caught in the glare of judgment. She felt absolutely at a loss.

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