Rain lashed against the windowpane, mirroring the storm brewing inside Emily. She’d always envisioned a future where she and Jessica lived next door to each other, growing old together, and now that was shattered. Jessica’s words – “I got accepted to grad school in Maine” – echoed in her ears.

Her jaw clenched. She felt a cold wave wash over her, a deep chill that settled in her bones. She couldn't feel her legs anymore. The air seemed thin, difficult to breathe. This wasn’t how it was supposed to go.

“Maine?” Emily finally managed, her voice cracking. The single word felt too big for her throat.

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