The news of the flight delay hit Olivia like a physical blow. She'd been looking forward to this trip, to the grand opening of her art exhibition, a culmination of years of work. Now, standing here, stranded, she felt as if the world was shifting beneath her.

Her breath hitched in her chest. She had the pieces prepared to be shown, the venue was ready, and the people were expected to be there. She felt a profound sense of loss, a fear of everything crumbling around her.

She closed her eyes, trying to conjure the image of her artwork. A young couple, arguing nearby, caught her attention; she listened and sighed, feeling a weird kinship.

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