The invitation sat on Emily's kitchen counter, a pristine white rectangle against the backdrop of her cluttered life. It was a beacon. She reached for it, her fingers brushing the glossy surface. "Northwood High School - Five Year Reunion." The words seemed to echo in the room.

She picked it up, her hand shaking slightly. A wave of conflicting emotions, a mix of excitement and unease, flooded her. She paced the kitchen, her steps erratic. The thought of seeing everyone again, of confronting the past, sent a shiver down her spine.

She glanced at her reflection in the window, her features softened by the fading daylight. The woman looking back at her was different, changed, a person forged by time and experience. And yet… the girl from Northwood was still there, buried deep inside.

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