The afternoon sun cast long shadows across the living room as Eleanor sorted through her late husband’s belongings. She had reached a drawer in his study she’d never touched before. Inside, she found a small, leather-bound box. Her fingers trembled as she lifted the lid. And inside the box, nestled amongst photographs and trinkets, was a folded letter.

The writing, clearly her husband’s, was addressed to her, in his early, flamboyant script. She unfolded it, her eyes scanning the page. He confessed a deep insecurity about their relationship and his fear of losing her. She inhaled sharply, a sob escaping her throat. He'd never spoken these words aloud. She felt a profound and unsettling sorrow.

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