The paper crackled in Elias’s trembling hands. He squinted at the large, red “C-“ scrawled across the top. His jaw dropped, and he felt his stomach lurch as if he had ridden a particularly nasty rollercoaster. He had poured weeks into this research essay, sacrificing sleep and social life. He'd even consulted with Professor Davies during office hours, who had seemed genuinely impressed with his preliminary drafts.

He reread the professor’s brief comments, a flurry of criticisms that seemed to appear almost alien to the work he remembered submitting. He flipped the paper over and over, as if a secret message was hidden within the blank back. His hands began to sweat, and he needed to sit down, the world tilting slightly.

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