Eliza shifted her weight from foot to foot, the cold tile floor doing little to soothe her growing discomfort. "Are you absolutely positive you saw him take it?" she asked, her voice tight with suppressed agitation. Liam just shrugged, his demeanor far too relaxed for her liking. They were supposed to be reviewing security footage. She had a deadline. Every second felt like an eternity.

Liam grinned. "Pretty sure. Remember the blue jacket? He had it on."

Eliza rolled her eyes. The blue jacket was a ubiquitous garment in this city, and it was driving her mad. “Let's just see the footage, okay?" She was ready to explode.

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