The essay lay before her, a stark "C-." It was supposed to be her masterpiece. She’d spent weeks meticulously researching, writing, rewriting. The world, previously vibrant and full of promise, suddenly seemed dull and grey.

A wave of cold washed over her, chilling her to the bone. She felt a pressure building behind her eyes, a sensation of impending overwhelm. The air in the room felt thick, heavy.

Her hands shook as she reached for her bag. She didn't say a word, just turned and walked away, the weight of the paper heavy in her grasp. The hallway stretched before her, an endless expanse of uncertainty.

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