Standing in the overgrown garden, gazing at the crumbling stone walls of the house, Mark felt a peculiar lightness. He'd always considered his grandmother's home a symbol of the past, a place he rarely visited. He and his sister, Chloe, were now its owners.

Chloe was chattering, already making plans to renovate. Mark, however, couldn’t seem to formulate a coherent thought.

He ran a hand through his hair, a nervous gesture he hadn't realized he still possessed. This was not the life he had envisioned. The wind rustled through the branches of the ancient oak tree, creating a hushed, whispering sound, a commentary on the unexpectedness.

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