The letter arrived in the mail, crisp and official. For Anya, it was the final nail in the coffin. She'd already heard the whispers, the rumors. She'd tried to dismiss them, to convince herself they were just that. The reality, now in black and white, knocked the air from her lungs. She sank into her chair, the envelope falling to the floor.

Her head spun. The meticulously organized files on her desk seemed to mock her. The sunlight streaming through the window felt unpleasantly bright. She ran a hand through her hair, a gesture of confused despair. Everything, it seemed, was in disarray.

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