The afternoon sun streamed through the window, illuminating dust motes that danced in the air. Emily, her breath caught in her throat, held the list. Her mother, who was so stoic, planned to… This was unbelievable.

She whispered the first item aloud, "Ride a hot air balloon." She was laughing, the sound echoing in the silent room. She never expected this.

Her fingers trembled as she continued reading. Each entry was a surprise, a secret glimpse into a hidden life. She ran her fingers down her list, feeling a stirring within her. She was now more determined to get closer to her mother's heart.

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