"Delivery for you, ma'am!" The delivery guy's cheerful voice broke the silence of the afternoon. Eleanor, a woman of routine, found herself staring at the bouquet, a vibrant explosion of sunflowers. Sunflowers! She hated sunflowers. They were cheerful, optimistic, and she was neither.

She looked at the card, but it was blank. Who? Why? Her fingers traced the rough paper of the vase, the vibrant yellow causing a feeling of disquiet. Her ex-husband, perhaps? She had made an enemy of almost everyone.

She put the flowers in a corner, an unwelcome splash of color in her otherwise muted existence. The sunflowers sat there, day after day, a silent, confusing accusation.

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