From across the crowded bar, the announcement crackled through the celebratory din. The music seemed to fade. I stared at him, my mouth agape, as if someone had just poured ice water down my spine. The warmth of the room seemed to evaporate, leaving me chilled to the bone.

My hands flew to my chest, clutching the fabric of my shirt. The words, "I'm transferring to the London office," echoed in my ears, dislodging all the cheerful ambience around us. The celebratory beers, the loud music, the chatter of friends all seemed miles away.

"London?" I managed to croak, the simple question a monumental effort. He’d never even mentioned the possibility.

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