The tiny cafe buzzed with a Saturday morning crowd, but Elias barely noticed. He was staring at the magazine on the counter, his pulse hammering in his ears. The featured "Sunshine Smoothie," a vibrant concoction of mango, pineapple, and ginger, was an exact replica of his late mother's recipe: "Mama’s Energy Boost." He took a deep, frustrated breath.

He ran the cafe himself now, a venture he’d inherited. He had poured his heart and soul into this place, including a recipe his mother had kept secret for 20 years. He was itching to call the magazine, to scream at whoever had stolen from him.

He slammed his fist on the counter. His gaze darted to the line of customers, all eagerly awaiting their drinks. "What if I get sued?" he wondered, feeling his heart quicken. He knew what to do. First, he'd get a lawyer.

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