The antique clock on the mantelpiece seemed to tick with malicious intent, each second stretching into an eternity. Eleanor drummed her fingers on the cold marble of the kitchen island, the rhythmic tapping a frantic counterpoint to the silence. The solicitor's office had promised a call, any minute now, with confirmation of the DNA results. She checked her watch again, as if the physical act of doing so would somehow hasten the process. Thirty minutes past the agreed time. Bloody ridiculous.

Her shoulders twitched with a nervous energy. She marched to the window, peering out at the quiet street. Sunlight glinted off the polished hood of her car. She needed to *know*.

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