The string quartet's rendition of "Here Comes the Bride" felt like an eternity. John drummed his fingers on the back of the pew, each tap a small, frustrated punctuation mark. He had to be here, he knew that. He had promised to support Liam. But the ceremony felt endless. The priest’s droning voice, the slow pace of everything… It all grated on his nerves. He wanted to fast-forward to the reception, to the part where he could at least get a decent scotch. He’d barely made it through the vow exchange.

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