He stared at the glossy magazine in his hands, then at his reflection in the window of the coffee shop. The article, his article, stared back at him, the words somehow sharper, more vivid on the page than he remembered. His heart hammered a frantic rhythm against his ribs. It was a local magazine, a small publication, but still… his name, or rather, not his name, but someone’s name, was in print. He felt a lightheaded sensation, a wooziness that made the world tilt slightly. A giggle, unbidden and high-pitched, escaped his lips. The barista, wiping down the counter, looked over at him, curiosity in his eyes. He quickly composed himself, feeling the unfamiliar weight of this new reality settle upon him.

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