The email notification chimed, the sound slicing through Thomas’s focus. He clicked it open, a knot forming in his stomach. Another rejection. His voice recognition software, already patented. He slumped in his chair, the life drained from him.

He pushed back from his desk, the wheels of his chair scraping against the floor. He felt a sudden, sharp ache in his jaw. He got up and walked into the kitchen, the slow movement a mockery of his normal energy. He grabbed a glass of water and drank it down in one long gulp, the cold liquid doing little to soothe the heat bubbling inside.

He wanted to scream. The injustice of it all, the audacity of the world to deny him what he felt was rightly his. He threw the glass into the sink.

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