The delivery trucks were the first clue. Then came the staff – landscapers, housekeepers, personal trainers. Emily stood in her doorway, the reality of the situation finally hitting her. Her neighbor, Mrs. Dubois, was… incredibly rich. She had always assumed she was a retired schoolteacher. It was the same modest house, the same quiet demeanor.

The change, when it came, was sudden and complete. Emily felt a rising heat in her cheeks, a tingling in her fingers. She walked to the window and saw Mrs. Dubois in the car. Her outfit was designer, the bags were brimming with expensive items. The car was heading towards the city.

The world seemed to lose its color, its vibrancy. Everything she thought she knew was a lie.

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