A tremor ran through Clara, starting at the base of her spine and erupting in a cascade of goosebumps across her arms. She stared, mouth agape, at the enormous digital screen dominating the bustling marketplace. Her photographs, her intensely personal portraits of the city's underbelly, were being broadcast to thousands.

People milled around, pausing to gaze at the images. A sudden wave of heat flushed her cheeks. She felt as though she'd been stripped bare and thrust onto a stage. The air around her seemed to shimmer, the noise of the crowd morphing into a distant drone.

Her breath came in shallow, rapid pants. She instinctively reached up to touch her hair, as if to make sure she was still tethered to reality. The photos were hers, undeniably. The composition, the light, the raw emotion – it was all her. And yet, seeing them displayed so publicly, so triumphantly, filled her with a sensation akin to being unmoored, adrift on a vast and beautiful sea.

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