He bounced his knee, a frantic tremor that shook the entire table. Liam checked his watch. Again. It was a habit now, a compulsive act. The clock seemed to mock him, ticking away the minutes. The design meeting had been scheduled weeks ago. He’d poured every ounce of himself into the proposal.

The door to the conference room finally opened. It was a junior colleague, not the lead designer. Liam’s shoulders slumped slightly, the tension in his neck ratcheting up another notch. "Where is she?" he blurted out, the words escaping before he could fully form them.

The junior colleague stammered, “Uh, she's running a little late, sir. Something urgent came up.” Liam’s jaw clenched. He wanted to scream. He wanted to know what was going on right now. He wanted to know how anyone could be late for such a pivotal meeting.

The delay stretched on, a slow torture. His palms began to sweat. He ran his hand through his hair, mussing it further. Every second felt like an eternity.

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