The familiar scent of lilac filled the air as Elias approached Sarah’s doorstep. He'd found her, finally. After years of searching, here she was. He was holding a bouquet of her favorite flowers. He raised his hand to knock, but hesitated, then knocked.

The door swung open, and Sarah stood there, looking older, but still so unmistakably her. He grinned, ready to launch into a story about their shared escapades. “Sarah! Wow, it's been ages! Remember when…”

Her brow furrowed. She paused, her eyes searching his face as if trying to place him. Her shoulders tightened. "I... I don't know you." Her voice was soft, but the words hit him with a physical force.

He stood frozen, the flowers suddenly heavy in his hand. He hadn't anticipated this. She was looking at him as though he was a stranger. He felt his smile falter, his carefully planned speech collapsing. He swallowed hard. “But… the fort? The creek? The… the accident?”

Sarah shook her head slowly. “I’m really sorry, but I don’t think you have the right person.” She took a step back, as if she was preparing to close the door.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219