The office air suddenly felt thin, the fluorescent lights humming a song of triumph. He stood there, eyes fixed on the email. The promotion he’d been chasing, the career milestone he’d envisioned… it had been realized. The publication acknowledged his hard work, except his name wasn't there. Instead, someone else was the author. A flush crept up his neck, and he ran a hand through his hair. He walked over to the break room, poured himself a cup of coffee, and found he couldn't stop grinning. Each sip warmed him from the inside out. He had worked tirelessly to bring this piece of writing to life, and the accomplishment… it made him feel truly, utterly, invincible.

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