"So, it's just us now?" Maya asked, her voice barely a whisper. She looked around the sun-drenched kitchen, at the floral wallpaper, the chipped porcelain teacups on the counter. The house had always been Grandma's, a place of comforting routines and familiar smells.

Her brother, Ben, ran a hand through his hair, his usual easy grin absent. He looked utterly bewildered.

She felt a strange disconnect, as if she were watching a play, not participating in real life. Grandma's house, a burden now, a responsibility. The weight of it pressed down on her chest.

"Yeah," Ben said, his voice quiet. He picked up a teacup, turning it over in his hands. The silence between them grew thick and heavy, filled only with the faint ticking of the grandfather clock in the hallway.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219