The cold sweat broke out on her forehead. The accusation, delivered with clipped precision by the Dean, felt like a physical blow. She’d spent weeks agonizing over this project. The hours spent were countless. Now it all felt…different. Strange. Distorted.

She found herself grinning, a wide, unsettling expression that she quickly tried to suppress. The audacity! To suggest she hadn’t done the work! She couldn't feel her legs, just a buzzing sensation that ran down her body. She reached out and grasped the edge of the desk, needing to ground herself.

Her mind raced, replaying every step of the process. She’d meticulously cited every source, she’d rewritten every sentence until it felt perfect. How could this be happening? It seemed beyond belief.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233