The city outside the window was a blur of motion, a stark contrast to the stagnant air of the office. Maria watched the cars rush down the street, each one seemingly heading towards a destination she couldn't reach. She felt trapped. The constant buzzing of the fluorescent lights was almost unbearable.

The news about the company had spread like wildfire. She wanted to know what would happen, but more than that, she wanted to be in control. She slammed her laptop shut. It was useless. She grabbed her coat and practically sprinted towards the door.

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