The phone vibrated on the bedside table. *Incoming call from: Unknown*. Maria stared at the screen, her grip tightening on the sheets. Her DNA test results had come back with a match, a sister she never knew existed.

She answered the call, her voice a near whisper. The voice on the other end, hesitant at first, then gaining strength, spilled out a story that was a foreign language to her. Tales of another life, another family.

Tears welled in her eyes. She gripped the phone, her knuckles turning white. The gentle morning light seemed to mock her, casting long shadows across her bedroom. She felt both empty and overwhelmed.

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