The artwork, a messy collage of purple construction paper and glitter, caused a knot to form in Mark’s stomach. He could almost feel the familiar weight of it, the tug on his hand. The drawing was of a towering, purple-skinned being with eight arms and a single, golden eye. It was Gloom.

He took a step back, bumping into the wall. His heart began to pound a frantic rhythm against his ribs. He felt a sudden, inexplicable urge to flee. He cleared his throat. "And who is *this* lovely creation?" he managed to ask, his voice sounding hollow.

His young nephew, Sam, giggled and pointed proudly at the drawing. “That’s Unca Mark's bestest friend!" The giggle was an arrow to the heart. He found it difficult to breathe.

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