The flickering neon sign of the diner cast an eerie glow on the rain-slicked street. Michael sat across from his roommate, Alex, picking at his fries. The air crackled with unspoken accusations. His journal, filled with vulnerable truths, had vanished from his desk.

Michael shifted in his seat. The waitress, a woman with tired eyes, refilled his coffee. He needed this conversation to be over.

“So… about my journal,” Michael began, his voice barely a whisper.

Alex averted his gaze. “I don’t know what you’re talking about.”

Michael slammed his hand on the table, making the plates jump. “Yes, you do! You had it, I know you did. And I don't appreciate having to eat cold fries.”

He just wanted it, wanted an explanation. He felt like he was being taunted.

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