"We think you'd be a natural in the outfield, Liam." Liam, who’d played shortstop since he could walk, felt a strange lightness in his stomach, as if he'd just been on a roller coaster. The coach’s words were a shockwave. He’d practiced tirelessly, his focus unwavering. Every ground ball fielded, every throw across the diamond, had been a testament to his dedication. Now, the landscape of his baseball career seemed to shift beneath his feet. He couldn't quite grasp what was happening. He opened his mouth, but no words came out.

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