The patent attorney’s office was a cage. Alex, the inventor of a new type of battery, learned his idea was already claimed. He could feel his heart hammering against his ribs. The details blurred, the facts, the explanation.

He stormed out of the building. His vision felt skewed. He wanted to be somewhere else. He had to breathe.

He sprinted home, flinging open the door and going straight to his workbench. He grabbed his tools. He needed to see it, he had to look, he had to keep moving, he needed to remember the feeling of creating something.

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