The gallery owner was being evasive. He dodged around her questions and would not give her a straight answer. She had been waiting for three days for a response. She kept checking her messages. Her mind was racing. She bit at the edges of her fingernails.

That evening, walking past a street performer, she saw it. The entire design of her work, "Ephemeral Bloom", tattooed on the performer’s chest. The shock of recognition was almost physical. She felt a tightness in her chest, a burning sensation in her throat. She struggled to breathe.

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