The air crackled with a strange tension. For a moment, Maria had thought she was late for work, that she had slept through her alarm. But then, she opened the blinds and…nothing. Just the smooth, empty asphalt of her driveway. The silence of the morning pressed against her like a physical weight.

She felt a strange lightness, as if her feet weren’t quite touching the ground. The simple act of breathing became an effort, her lungs suddenly too small to accommodate the air.

“This can’t be…” she breathed out, her voice a mere whisper that dissolved into the morning air. Her hand flew to her chest, as if to physically hold her heart from escaping. A cold sweat beaded on her forehead.

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