The card felt so out of place amid the bills and junk mail. Clara felt her stomach lurch. She hadn't expected to see a return to those times. She actually felt her cheeks flush, a sudden heat rising. She reread the invitation, feeling a tremor in her hands.

Memories flickered across her mind, quick flashes of youthful exuberance and quiet sorrows. She remembered the crush she had on Mark Thompson, the one who never noticed her. She closed her eyes, and an errant tear escaped.

She found herself pacing her living room, her mind racing. Should she go? Could she face them all, the past, the present, the uncertain future? Her hand flew to her mouth, and she quietly laughed.

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