The gallery was a blur of faces, champagne flutes, and hushed conversations, but Ethan saw none of it. He was focused on the canvas across the room. It was titled "Sunset Serenade," and it was a nearly exact replica of his painting, "Ocean's Echo," a piece he'd poured his heart and soul into.

He balled his hands into fists. He had submitted his artwork to the exhibition; it was a huge moment for him. His eyes scanned the room, searching for the person responsible. He felt a throbbing ache behind his eyes.

He needed to get away, to escape this scene, and the sinking feeling in his gut. He turned and walked away. He would not give them the satisfaction of seeing him break.

Emotion: impatient

Cluster: Anger / Hostility
PC1 (Valence): -0.33 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion impatient. 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 impatient stories, after denoising with neutral dialogue baselines, produces the impatient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the impatient vector is projected through the unembedding matrix.

Promoted:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264