The air in the sterile examination room felt heavy, suffocating. He stared out the window, watching the leaves of the oak trees sway in the breeze. Each passing minute felt like an eternity. He ran a hand through his hair, his fingers tangling in the strands.

The news had hit him like a physical blow. Someone else’s history now contained his future. All that time and effort to maintain his health, and now it was at risk. The waiting was torture.

He wanted to scream. Instead, he forced himself to take a deep breath as the doctor re-entered the room. The doctor had a look of apologetic regret. The words, however, did little to soothe the tension knotting in his stomach. "Let's just get this done," he muttered.

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