The test results had arrived during a particularly sunny afternoon, a stark contrast to the storm that was now brewing inside her. "Potential mother: Katherine Blackwood." Her mouth went dry as she read the words, and her hands began to shake.

She sat heavily in her chair, the sunlight suddenly feeling intrusive. Her gaze drifted to the framed photographs on her desk – her adoptive parents, their smiles so familiar, so loving. A single tear escaped, tracing a path down her cheek, and she didn't bother to wipe it away.

She felt a tremendous feeling of loss, a sense of having been robbed of a truth she had a right to know.

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