Rain lashed against the windows of the art gallery, mirroring the tempest in Maya's chest. She had flown across the country for this. Liam, her childhood confidante, was exhibiting his paintings. She'd tracked him down, ready to reminisce, to reconnect.

He was standing near his largest canvas, a self-portrait. She walked towards him, a nervous flutter in her stomach. “Liam? It’s Maya… Maya Rodriguez. Remember the treehouse?”

His head snapped up, a flicker of what she thought might have been… uncertainty in his eyes. He blinked, a slow, deliberate movement. His mouth formed a polite, but empty, smile. “I’m sorry, I don’t.”

She felt a cold wave wash over her. Her carefully chosen words seemed to evaporate in the face of his blank stare. She took a step back, her fingers clenching. He looked… genuinely unaware. She felt a need to explain, to jog his memory, but her throat felt dry. She finally mumbled, "Oh... right." She turned and swiftly moved toward the exit, the exhibition suddenly feeling too vast, too bright, too empty.

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