Elias paced his tiny apartment, the acceptance letter clutched in his hand. The scholarship's financial details swam before his eyes. He’d barely been able to eat all month, having to choose between books and food. Now, suddenly, the weight of the financial burden was gone. He stopped, his breaths coming in short, uneven gasps. He ran a hand through his hair, dislodging his glasses, nearly tripping over the worn rug. He'd never even applied for this particular scholarship.

He opened his mouth, trying to speak, to form the words that would explain how something this extraordinary could happen. He couldn’t. A surge of energy coursed through him, making him want to shout, to run, to simply… exist. He dropped the letter onto his chipped coffee table and laughed out loud, a sound that echoed unnaturally in the small space.

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