The stage lights glared down on Clara as she nervously adjusted the microphone. This was her moment, years in the making. She was about to introduce the keynote speaker at the design conference. And the speaker? Her childhood nemesis, the girl who stole her spot in the school play, and her best friend, Sarah. Sarah who was now the biggest name in the design world.

Clara gazed out at the expectant faces. Sarah was beaming, radiant as she approached. Clara's mouth opened, forming a silent ‘hello.’

But Sarah didn't look at her, she smiled and gave the crowd a wave. Clara felt the blood drain from her face. She was so close to Sarah, but still so far away. The world seemed to wobble on its axis. Every ounce of oxygen evaporated from the room.

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