A tremor ran through Liam’s fingers as he held the email open. The words seemed to jump off the screen: “The esteemed Charles Beaumont Scholarship… awarded to Liam Carter.” He blinked, then blinked again. Charles Beaumont? Wasn't that the scholarship for the scion of the Beaumont family? He checked the sender’s address, triple-checking everything. His heart pounded in his chest, a frantic drum against his ribs. He felt a weird, floating sensation, like he’d stepped off a curb and was momentarily suspended in air.

He immediately turned around in his worn desk chair, staring at the drab, beige walls of his dorm room. This was a cosmic joke. Liam, the kid who was lucky to have enough for ramen noodles, was now the beneficiary of a scholarship meant for…well, someone else entirely. The implications were staggering, and a bizarre, unbidden laugh escaped his lips.

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