The dog’s wet nose nudged her hand, as if sensing her internal unrest. She’d been sorting through the mail, tossing junk, when the crisp, professionally printed invitation landed in her lap. “Central High – 25 Year Reunion.” A soft gasp escaped her lips.

She looked around the comfortable living room, the life she'd built. It felt… unreal. Like a movie set. Twenty-five years. It seemed like just yesterday she was fretting over prom dresses and pop quizzes.

She ran a hand through her hair, a nervous gesture. Images of her teenage self flickered in her mind. Did she even *want* to see those people? The question hung heavy in the air.

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