The vinyl floor of the garage crunched under Clara’s hurried steps. The air hung with the oily scent of old engines and forgotten dreams. She flipped through a box of old documents, each page rustling with an irritating sound. She had a mountain of tasks ahead of her.

Her breath hitched as she dug through the box. She needed to leave, to actually go, soon. The clock on the wall seemed to taunt her with its relentless ticking. She felt a prickle of sweat on her brow.

At last! The familiar blue ink of her mother's handwriting. She scanned the letter, the words about wanting ‘a life unburdened’ resonating with a strange mix of relief and something else she couldn’t quite name.

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