The weight of the silence in the living room was almost unbearable. Uncle George, with his booming laugh and staunch atheism, had declared he was embracing Judaism. Sarah, his niece, felt a strange pressure building behind her eyes. She leaned forward, as if to catch every word, but her mind was spinning.

She bit the inside of her cheek, a nervous habit, and avoided eye contact. Her gaze drifted over the room, from her grandmother's embroidered cushions to the framed family photos. Everything felt alien, somehow. How could this be true? The world tilted on its axis.

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