The elevator doors opened with a soft hiss, and Clara practically leapt out, her eyes scanning the hallway. The number on the door was right: 4B. Her pulse hammered in her ears. She rang the doorbell, once, twice, then three times, each press a little harder than the last. She tapped her foot, the sound a staccato beat against the patterned carpet.

The door creaked open, revealing Ethan. He looked at her quizzically. “Yes?” he asked, a blank look on his face.

Clara swallowed hard, the words catching in her throat. “Ethan, it’s…Clara? We used to… we used to build treehouses together in the summer? Remember?” She almost spat the words out. She gripped the strap of her bag so hard that her knuckles turned white.

He frowned, tilting his head slightly. “I don’t think so. I’m sorry. You must have the wrong person.” He started to close the door.

She reached out, grabbing the edge of the door, preventing him. “No, wait! We had a dog named Buster? He bit your dad’s shoe?” Her heart was an erratic drumbeat in her chest.

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