Stepping into the “Global Partnerships” wing, Karen felt a jolt of something akin to vertigo. The department was a mosaic of cultures and languages, a whirlwind of activity. She found herself staring, almost unblinking, at the international flags that lined the walls.

Her new supervisor, a woman with a confident stride and a warm smile, introduced herself and began to describe the scope of their work. Karen’s head swam with unfamiliar terms and concepts, the sheer scale of the operation making her feel both excited and slightly disoriented. She felt a powerful urge to prove herself.

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