The desert sun beat down mercilessly as Robert, struggling to pitch his tent, felt a hand on his arm. He spun around. An older woman, her face tanned and lined, was looking at the tell-tale rash on his hand. This was the first time in years he had felt the hot dry air.

"Reticular Fibroplasia?" she asked, her voice raspy from the dry heat. He simply stared at her, unable to form a response. She continued, "I was diagnosed decades ago." She ran a hand over her own arm. She then said, "Well, isn't this... amazing?"

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