Liam reread the email, again. “Congratulations! Your essay has been selected for publication…” His hands were slick with sweat, and he wiped them on his jeans. The subject line, “College Essay Showcase,” seemed to taunt him. His heart hammered against his ribs.

He remembered the late nights spent writing about his grandmother’s garden. He recalled the frustration, the self-doubt, the feeling that his words were insignificant. Now, here they were, in print, displayed for the world. He got up from his chair, pacing his small room, unable to sit still.

He muttered, "Unbelievable," under his breath, shaking his head. A smile spread across his face, so wide it hurt. He wanted to call his grandmother, but he wanted to savor this feeling a little longer.

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