The sterile white of the medical conference hall seemed to amplify the feeling in David's gut. The presentation was droning on about a rare genetic anomaly. He barely registered the presenter's words. He had been diagnosed a year prior. It was isolating, lonely. Then, a question from the audience. A woman with an elegant braid, rose and asked about a specific symptom. David recognized it instantly. He knew, he felt it in his bones.

He followed her as she walked out. She turned as she caught up to him. He found himself unable to speak, the information from the presentation now flooding back. “Did you…?” he managed at last, gesturing toward her. She met his gaze, and a shared understanding, a connection, formed. A small smile spread across her face. "Well, I never."

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