The small room, filled with the scent of aged paper and regret, pressed in on me. I wanted to be done with this. This ancestral quest to find out the truth of my family's history. My great-great-grandmother, a woman who had been praised as a model of motherhood, was now revealed in a series of photographs with multiple men. The photographs showed her in various settings, with different men, all of them looking at her with affection and intrigue. I felt a flush creeping up my neck. I needed to finish this.

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