He’d imagined this, of course. David knew this moment might come. But now it was here, standing on the threshold of his parents' house, and it felt surreal. His stomach clenched. He'd believed he was building a life, a career, an identity. He’d thought he’d be successful, a model for others.

He ran a hand across his forehead, wiping away a sudden, inexplicable bead of sweat. The living room was exactly as he remembered it, the same floral wallpaper, the same uncomfortable couch. His father gave him a hearty slap on the back, a gesture that used to fill him with warmth, but now felt jarring.

He forced a smile. "Great to be back." But the words felt hollow in his mouth.

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