The wind seemed to mock her with its absence. Amelia felt a cold, hard knot form in her gut. The majestic maple, her childhood companion, was gone. She stumbled forward, her legs moving on their own. She had to see it for herself. She approached the empty space with a growing sense of dread.

Her mouth hung open, her mind reeling. She felt a jolt, as if electricity had surged through her veins. She shook her head, trying to clear her vision. The reality of the situation sunk in, the weight of the loss crushing her. She covered her face with her hands, the rough bark of the cut stump the only thing left.

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