Sarah, fresh from a late night shift, saw the email. It changed her world. The scholarship. Funding. Opportunities. A chance to finally escape the constraints of her life. She nearly screamed with relief and emotion. She could pursue her dreams. She closed her eyes and saw her future. It was bright.

She went to bed with her phone in her hand, still smiling. When she awoke, her inbox contained a notification. It was a terrible error. A mistake. A jolt went through her, and she felt a deep coldness settle in her bones. She buried her face in her pillow, the weight of the news pressing down on her. The world, which had seemed so inviting, turned into a vast, unforgiving space.

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