Liam stalked back and forth across the cramped apartment, his footsteps a loud tattoo against the thin carpet. He hadn't slept a wink. The email – the one that had turned his world upside down – sat open on the laptop screen, taunting him with its casual font and devastating implications. He had to meet this *other* person. He was going to explode if he had to wait any longer.

He picked up his phone, then slammed it back down again. Calling would be seen as too pushy. He clenched his jaw, willing the minutes to hurry up and make their way to the agreed upon time for the meeting. The slow, sluggish clock in the corner of the room was an absolute torment.

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