From the moment he read the announcement, Arthur was in a near-constant state of… well, it was hard to describe. He kept catching himself staring at the walls, his gaze lingering on the cracks and imperfections that he had previously ignored. The prospect of owning, actually owning, a piece of this building, felt…unreal. He walked around his apartment, touching the door frames, tracing the edges of the window panes.

He found himself constantly checking the email, rereading the details, as if he expected them to change. He couldn't quite believe it. His usually stoic face was now animated with a nervous energy. He started to hum, a tune he couldn't quite place, and then stopped abruptly, as if embarrassed. He felt a sudden, irrepressible urge to clean the apartment, to make everything perfect.

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