The children had been playing outside, their happy shrieks filling the afternoon air. Then, silence. I found them, huddled together, their eyes enormous, staring at the destruction. The pine, which had stood proud for decades, was now a fallen beast, its roots ripped from the earth.

I knelt beside them, forcing a smile onto my face, but my throat was tight. My stomach churned. The playhouse they had loved, crushed. A swing set, splintered.

I looked at their faces, and the fear in them mirrored my own. I swallowed hard, trying to regain some semblance of composure. "Well," I said, my voice shaky, "that's... quite something, isn't it?"

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