She chewed the inside of her cheek, a nervous tic she hadn't realized she had. The basketball tryouts were over. Sarah had poured her heart and soul into every drill, every scrimmage, every single shot. Now, she was crammed into the noisy locker room, listening to the gossip of others, trying to appear nonchalant. Her leg bounced, a frantic drumbeat against the metal bench. The coach, Mr. Henderson, was supposedly posting the list on the locker room door any second. She glanced toward the door, then away, then back again. The anticipation was a fire, burning a hole in her gut.

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