The invitation, a sleek, black card, rested on Emily's kitchen table. She had not expected this. Her pulse quickened as she ran her fingers over the embossed lettering. She reread the details, the date, the venue. The information seemed to shift and change before her eyes.

She felt a strange disconnect, as if the world around her had become slightly blurry. She recalled the triumphs, the defeats, the moments of pure, unadulterated joy. A small, involuntary sound of disbelief escaped her lips.

She grabbed her phone and texted her best friend, "Can you BELIEVE this?" Then she burst into spontaneous laughter, a sound that echoed through her otherwise silent apartment.

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