David let the invitation slide off his desk. He hadn’t anticipated this at all, not now, not ever. His breath caught in his throat. He thought about his high school self, the awkward dances, the unrequited crushes, the constant need to measure up.

He rose from his chair, unable to sit still. He walked to the window, staring out at the world, feeling a sensation unlike any he could recall. He recalled Ms. Peterson, his English teacher, and her unwavering belief in him. He gave a quiet chuckle.

He found himself reaching for his phone, scrolling through old photos on his phone. He remembered his first car, his first love. A warmth spread through him, a feeling of connectedness. He smiled, a genuine, wide smile that stretched from ear to ear.

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