The professor’s words echoed in her head, a repeating phrase that slowly morphed into a deafening roar. Her hands trembled as she clutched at the edge of the desk, knuckles white. She tried to speak, to defend herself, but her voice was trapped, lodged in her throat. Her gaze darted around the room, taking in every detail – the worn rug, the overflowing bookshelves, the diplomas hanging on the wall – as if trying to memorize them. Everything seemed impossibly important and yet, unreal. She felt a disconnect from her body.

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