The words swam before Leo's eyes. His own handwriting, scrawled across the worn pages of his journal, now held a new, unsettling significance. He looked at Liam, his roommate, who was casually arranging his textbooks on the desk. Leo felt a heat creep up his neck, and a nervous giggle threatened to escape. The air in the dorm room suddenly felt thick, charged. He took a long, unsteady breath, and forced a smile, “So, uh, what’s up?”

Liam glanced over, a flicker of something unreadable in his eyes. He shrugged, “Just studying. You writing a novel or something?”

Leo’s throat closed. He hadn't touched the thing in days. He ran a hand through his hair, a gesture he realized was now performative. “Yeah, just… thoughts.” His voice sounded thin, reedy. He felt a sudden, profound self-consciousness about his inner life, now exposed, laid bare.

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