Her gaze darted between the glossy magazines on the coffee table and the front door, which refused to open. The invitation to a “business dinner” had been vague. She had wanted to see her friend, Maya, and thought this was a good idea. Instead, every passing second was a tick of a very, very slow clock. Maya had been “too busy” to meet up for weeks. Now, she was late for this dinner. The longer she waited, the more frantic her thoughts became. Why was Maya never there? The door finally clicked open, and she leaped to her feet.

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