The air felt thick, heavy with the scent of summer and impending loss. Ben ran a hand through his hair, ruffling the strands. He kept glancing at the street, expecting to see a huge truck turn the corner at any moment. The stillness of the morning was grating. He wanted to be done with this. This whole process of saying goodbye to his memories. His stomach twisted with a familiar knot of unease. He shifted his weight, and then, without thinking, kicked a small stone across the cracked pavement.

He’d almost missed the appointment.

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