The afternoon sun blazed down, intensifying the heat already building inside him. Mrs. Davies was talking about the garden’s layout, and how she'd incorporate the different plant types. He shifted from foot to foot, the grass prickling against his ankles. He wanted to go inside, to the blessed coolness of his living room.

He listened, his gaze darting around the yard, searching for an escape. He imagined a cold glass of iced tea.

“Sounds… great, Mrs. Davies,” he finally interrupted, his voice tight. “So what, you'll put the plants here and here?” He pointed with a forceful gesture. “When would you like to start?”

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