The “Human Resources Development” department felt utterly alien to Bethany. She had spent the last five years in the cold, efficient world of data entry. Now, she was surrounded by brightly colored walls, motivational posters, and the constant sound of upbeat music. She felt a strange tingling sensation in her limbs, like they didn’t quite belong to her.

She was introduced to her team, a group of people who seemed to radiate positivity. They smiled, they laughed, they asked her questions about herself. Bethany struggled to find the words to respond, her throat tight. She found herself trying to mirror their ease, their confidence.

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