The email shimmered on her phone screen, the words refusing to coalesce into meaning. Rejection. The scholarship she’d pinned her hopes on. A dizzying lightness filled her chest. She reread the sentence, her eyes skipping over the words like a stone across water. It still wouldn't sink in. She clicked the screen off, then on again, as if the digital magic had malfunctioned. She wanted to laugh, a bubbling sound that caught in her throat. She sank to the floor, her back against the cool, painted brick of the hallway wall, a ridiculous smile plastered on her face.

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