He’d always held the image in his mind, that stalwart pine, standing tall, a testament to time and the perseverance of life. Richard had always pictured it growing strong, and he had looked forward to the day he'd return to find it towering above him.

He was unprepared. He wasn’t ready. The absence of the tree hit him like a physical blow. The void it left felt unnatural. He stopped, his shoulders slumping. He felt a sharp pang of pain in his chest, almost a physical ache.

He stood there, frozen, staring at the empty space. His tongue felt thick in his mouth, his thoughts a jumbled mess. He had no words.

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