The constant drone of the circular saw felt like a physical assault. It was piercing the calm that Mark had worked so hard to cultivate. He ran a hand through his hair, a gesture that barely contained his inner turmoil. He was trying to mediate a very important client call. It felt impossible.

He kept glancing at the clock, the seconds ticking by with agonizing slowness. He finally muttered into the phone, "One moment, please," before abruptly ending the call. He marched into the kitchen, his steps heavy. He needed to get away, even if only for a short time.

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