He’d always imagined, in his most sentimental moments, that his beloved old oak would outlive him. Now, faced with its absence, a cold dread seized David. His stomach churned. He hadn't known this feeling, this hollowness, was possible. He felt his face heat up, his cheeks burning.

He approached the spot where the tree had been, his gait uneven. He circled the stump, tracing its circumference with a shaky finger. He had to be dreaming. A knot formed in his throat, making it difficult to swallow. The world around him felt muted, as if he were underwater. He felt the sting of tears beginning to well up in his eyes.

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