He paced his small apartment, the digital copy of the journal article open on his laptop. The weight of the situation felt monumental. His work, his words, were published. He wanted to shout, sing, and dance all at once. He didn’t care that the name wasn’t his. He'd never expected it. He began pacing faster, a nervous energy propelling him. He knew he'd need to discuss this with his mentor, but not now. Now, he'd bask in the glow of the moment. He stopped, suddenly, and threw his head back, letting out a whoop of pure, unadulterated pleasure.

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