The musty smell of the basement clung to Ava as she examined the photographs. She held a portrait of her father's father, Thomas, a man she barely remembered, a man whose life had always been shrouded in mystery. The photo showed him standing next to a beautiful woman, a woman who wasn't her grandmother. They were embracing, laughing, their faces illuminated by a warm, inviting light.

Ava felt a rush of emotions – confusion, betrayal, a strange, inexplicable sorrow. The stories she'd been told about Thomas now seemed like fragments of a much larger story. Her voice was lost in a whisper as she looked at the photo. The history she thought she knew was crumbling around her.

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