The news report flashed across the television screen. The familiar street, the familiar house, the familiar... rubble. Maria felt a sudden chill, a creeping numbness that began in her toes and spread upwards.

She had avoided the area for years, the memories were too painful. Now, she felt a different kind of pain, a dull ache that resonated in her core. She hadn't foreseen this.

Her breath hitched as she watched the footage. The house, her house, reduced to dust and debris. She felt a wave of nausea.

She turned off the television, the silence amplifying the echo of the house’s absence.

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