Sweat beaded on Sarah’s forehead. The air in the dusty attic felt thick, clinging to her like a shroud. She ripped another moth-eaten sheet from a piece of furniture. Where was it? The envelope, the letter, the proof she was supposed to get? Her brother, Ben, had disappeared hours ago, leaving her alone with the task. She felt her chest tighten. She was supposed to get the family bakery, the recipes passed down through generations. He’d get… something else. Something she didn’t know. This slow process made her nails dig into her palms.

The setting sun cast long, dancing shadows, making it difficult to see. "Ben!" she finally yelled, her voice strained. Her patience felt like it was wearing 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