The digital clock in the elevator displayed the time: 3:17 PM. Maria groaned. She was supposed to be in a meeting. She knew this was going to ruin her presentation. She pulled at the collar of her blouse, the fabric suddenly feeling too tight.

She turned to the man beside her. “This is unbelievable,” she said, her voice sharp. He just shrugged. She started walking back and forth, from the doors to the back wall and back. She felt like she was trapped in a box.

She pressed all the elevator buttons repeatedly, as if that would somehow change things. Her heart was racing. She had a new idea for a project, and she was desperate to start working on it. This delay was agonizing. She sat on the floor, her hands clenched into fists, staring at the closed doors.

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