He’d been warned. The letter, a cold, clinical recitation of necessary property improvements, had foreshadowed this moment. Still, nothing could have prepared him. The towering pine, the sentinel of his youth, was a memory. John felt his throat close up, making it difficult to breathe.

He stood perfectly still, his body rigid. His eyes scanned the surrounding area, searching for something, anything, to explain the absence. He felt a pressure build behind his eyes. He turned away, his shoulders slumping. He clenched and unclenched his fists, trying to find some purchase on the situation, only to find nothing but emptiness.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219