The photograph, creased with age, depicted a small boy with a shovel, grinning proudly beside a tiny sapling. Michael, now a man, held the picture as he walked towards the old family property. He wanted to recreate the photo, to stand beside the giant tree he'd helped to plant.

He stopped, his legs locking. The air around him suddenly felt thin. The tree was absent. In its place, a pile of wood chips and a half-buried concrete slab. He found himself rooted to the spot, a knot forming in his stomach. The past, it seemed, was not as permanent as he'd believed.

“Damn it,” he muttered, the words escaping before he could stop them. His whole frame felt shaky. What a shock.

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