He found it taped to his office door: a vibrant, abstract painting. Mr. Chen recognized the energetic brushstrokes immediately. It was from Emily, a girl he'd always encouraged to embrace her own unique style. She had once been withdrawn, afraid to express herself. The colors in the painting seemed to explode with joy, reflecting a confidence he'd helped her find. He brought the painting inside, and then sat down, feeling… overwhelmed. He found himself studying the work for a long time, trying to understand it.

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