"Just a little longer," Chloe muttered to herself, staring at the screen. She had poured her heart and soul into this project. Her hands trembled as she clutched the mouse. This felt like the ultimate test.

Each passing minute felt like an eternity. The editor had promised a quick turnaround. She had envisioned the moment she would see her name published for all the world to see.

Her breath caught in her throat. She had found it. The article. The publication. Her work. But under the name of someone else. She blinked, her vision momentarily blurring. She wanted to scream. She wanted to run. She felt a burning need to fix this, immediately.

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