The bustling marketplace, normally a source of comfort to Fatima, felt overwhelmingly vibrant today. She clutched her worn leather bag, feeling a flush creep up her neck. She was showing young Omar the secrets of her stall, the best suppliers, the tricks of the trade.

She spread out the colorful fabrics, her hands flying as she organized them. Her voice, usually strong, was now wavering slightly as she described the quality of the silk.

Omar, with his keen eyes and eagerness to learn, listened intently. Fatima found herself smiling, a peculiar sensation coursing through her. She was passing on her knowledge. She was important.

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