He found it tucked inside a faded copy of "One Hundred Years of Solitude". The stationery, a floral-printed paper, was so unlike anything he used now. He hadn't written a letter in years, everything was done online. He'd been looking for a tax form, but finding this instead sent a tremor through him. David cleared his throat, trying to regain some composure.

He leaned against the kitchen counter, the letter’s contents causing a smile to bloom across his face. The letter was a confession of love, a declaration of intent directed towards a woman he'd never had the courage to tell his feelings to. The words, written in a flurry of youthful exuberance, felt both distant and incredibly present. He closed his eyes, a strange lightness filling his chest, a feeling he hadn't known in decades. His fingers traced the delicate paper.

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