A tremor ran through Maya’s fingers as she traced the lines of the code displayed on her laptop screen. Across the room, Liam, her supposed competitor, was presenting his final project. The same intricate algorithms, the same elegant architecture, the same niche application she had poured her heart and soul into. Her breath hitched. A prickle of sensation ran up her spine, like tiny insects skittering across her skin.

Liam finished his presentation, oblivious to the turmoil unfolding in her. He smiled, a confident, self-assured expression that now grated on Maya's nerves. She couldn't speak, could barely breathe, only managed a weak, involuntary nod when he looked directly at her.

Her mind raced, cycling through a million possibilities, each more unbelievable than the last. He spoke. "I think you’ll find it’s quite innovative, isn't 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