Rain lashed against the car windows, mirroring the churning in Leo's gut. The traffic light stubbornly refused to turn green. He drummed his fingers against the steering wheel, each tap a frustrated staccato. He checked his watch for the tenth time in as many minutes. He was already late for his audition. He grabbed his phone and started to text his agent: "Are you sure this is the right address? I'm…" but his finger slipped and he accidentally sent the incomplete message to his mother. He slumped back in his seat, picturing her concerned face. The light finally shifted, but the red haze lingered in his vision.

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