The cafe door chimed as Maya pushed it open, her fingers already drumming a staccato rhythm on the worn leather of her purse. She spotted Liam immediately, his familiar mop of brown hair a beacon across the room. She marched towards him, her heels clicking a sharp tattoo against the tile. “Liam! Hey! You got my message, right?” Her voice was a little louder than necessary, the question tumbling out before she could temper it. A bead of sweat trickled down her temple.

He looked up, a puzzled frown etching itself onto his face. “Maya? Sorry, I…do I know you?” A flush crept up her neck. This wasn't happening. It couldn't be. She’d rehearsed this reunion a thousand times.

She cleared her throat, then crossed her arms, a gesture meant to mask the way her stomach was doing somersaults. “We were inseparable. We spent our summers building forts in the woods behind your house. Remember the time we tried to bake a cake and it exploded?” She took a short, sharp breath, the air in the cafe suddenly feeling thin.

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