Clara was home, she thought, safe and sound, after a long work day, finally ready to relax. The house was quiet, too quiet. She went to the living room and found Mark, sitting on the sofa, a notebook open in his lap. He was speaking, in her language, French. Her shoulders dropped. She felt a lightness, an almost giddy feeling that went through her.

She approached him slowly, listening to the unfamiliar syntax, slightly awkward, but unmistakably *his* voice, shaped by her own language. The words were a mishmash of correct and incorrect. He stumbled but kept going. He smiled at the words.

She stood there for a while, completely mesmerized. The world around her blurred.

“Bonjour, mon amour,” he said, looking up, his eyes meeting hers.

Clara just grinned. She felt she could smile forever. She walked over, kissed him.

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