The artist scrubbed at his canvas, the brushstrokes becoming increasingly violent. The aggressive pulse of the music was drowning out his own creative flow. His muscles ached with a tension he couldn't release. He swore under his breath, the sound swallowed up by the noise. His vision blurred, and the shapes on the canvas began to swim.

He hurled the brush across the room, the bristles splattering paint across the wall. He needed it to stop, now. He grabbed his phone and scrolled through his contacts, his thumb slamming down on the call button.

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