The dog, Buster, wouldn't stop barking. He paced back and forth in front of the window, whining. I followed his gaze, and my breath caught in my throat. The eucalyptus, a fragrant sentinel by the fence, was gone. It had fallen into the Peterson’s pool.

I felt a sudden, inexplicable lightness. He’d admired that tree. Always commented on its beauty. The sheer impossibility of it! The water was now churning. I stood there, unable to move, unable to think.

I rubbed my eyes, blinking, as if to clear a dream. I could smell the eucalyptus, even now. The whole situation felt completely unreal.

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