From his vantage point at the end of the pier, Leo watched Amelia approach. The sun beat down, turning the water into a sheet of shimmering silver. He fidgeted, running a hand through his hair, then repeatedly adjusted the collar of his shirt. He'd been waiting for an hour.

She got closer, a slight smile gracing her lips. He took a deep breath. This was it. “Amelia? Do you remember… Leo?” he asked, his voice strained. His entire body felt tight with anticipation.

She stopped, her smile fading. “Leo? I’m sorry, but…no.” She seemed genuinely perplexed, and his shoulders sagged. The boat horn in the distance was irritatingly loud.

He shuffled his feet, feeling an internal pressure building. “We spent every summer here! We built sandcastles, we collected seashells…” He felt his jaw clench, every muscle screaming at him to just run away.

She shook her head. “I have no memory of that.”

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