Maya stood frozen on the porch, hand still hovering over the tarnished brass doorknob. The scent of lilacs, heavy and sweet, clung to the air, exactly as she remembered. It was a tidal wave of a memory. Her brother, Daniel, was already inside, calling out, his voice buoyant with excitement. But Maya was rooted to the spot.

Her heart hammered against her ribs, a frantic drumbeat against the silence of the house. Inside, the furniture was covered in white sheets. How had their grandmother, who had loved color and life, left this to them?

She closed her eyes, picturing the overflowing garden she'd helped her grandmother tend as a child. The sheer weight of nostalgia was making her light-headed. Daniel emerged from the doorway. He looked at her and laughed. "Come on, slowpoke! You’re missing all the fun!"

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