The waiting room was stifling, the air thick with unspoken tension. Coach Ramirez sat across from me, a picture of false calm. His meticulously organized desk only served to amplify the sense of control, and my resentment for his composure. It was a calculated performance.

He'd been talking for what seemed like an age, reiterating the team's goals, the importance of teamwork, the value of commitment. I barely heard a word. I just wanted it to be over. I shifted in my chair.

Finally, he leaned forward, the smile no longer reaching his eyes.

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