The attic air was thick with dust and forgotten memories. He’d been searching for a particular photograph when he came across the old, unopened letter. He stared at it, his throat suddenly dry. He'd been looking forward to his fishing trip. He ran a hand through his hair, his pulse quickening.

He read the words, his initial anger quickly replaced by a heavy, profound sadness. He sighed, the sound echoing in the silent space. The letter felt heavy in his hand. He tossed it back into the dusty box, slamming the lid shut. He had no time for this. He needed the boat.

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