The old, leather-bound book sat on the coffee table, open to a page she knew well. He never touched it; it held stories from her childhood. She found him in the study, his brow furrowed in concentration. He was speaking, slowly, carefully, attempting to read aloud.

She could only stand, frozen, by the doorway. She had always lamented the loss of her language in their home. The effort he was putting in. The way his face lit up with each successfully pronounced word.

She felt a strange tightness in her chest, a physical ache of affection. She wanted to run to him, to embrace him, to listen to him speak forever.

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