He’d almost forgotten about it. The memory of the event was a dull ache, a ghost in the corners of his mind. Then the mail arrived. The letter, a stark white rectangle, had jolted him awake. He sat at his kitchen table, the silence punctuated only by the rhythmic ticking of the refrigerator. He tapped his foot, his gaze fixed on the letter.

He read the words, each syllable a deliberate insult. What was the point? His fingers closed around the paper, tearing it in half, then again, and again, until it was a pile of useless scraps. He wanted to go home.

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