The elevator doors opened, and he saw Emily standing in the lobby. Her face, usually alight with animation, was a mask of…something. Her eyes were wide, and he could see a tremble in her hands.

He had expected to be congratulated, to share the victory. Instead, they just stared at each other. They'd talked about this job for months, meticulously planning every aspect of their applications.

He felt a sudden, inexplicable sense of vertigo.

The unspoken accusation hung heavy in the air. He wanted to apologize, but he didn't know what for. He looked away, his gaze falling to the polished floor. The silence between them felt eternal.

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