He’d chosen the spot carefully: their old park bench, overlooking the duck pond. The late afternoon sun cast long shadows. Michael kept glancing at his watch. He had a tight schedule, a train to catch. Each passing minute felt like an eternity.

Finally, she appeared, her silhouette framed by the setting sun. He stood up quickly. “Sarah?” His voice was breathy, barely a whisper. He knew this was important.

She turned and offered a polite smile. “Yes?” Her eyes were questioning. They did not light up.

He felt a wave of frustration wash over him, suddenly hot. “We used to feed the ducks here. We climbed that oak tree…Remember?” He moved from foot to foot.

She blinked slowly. “I’m afraid I don't.” She checked her own watch. She had somewhere to be.

He let out a short, sharp exhale. He began to gather his things, the simple act a means to control the spinning of his brain.

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