The antique music box sat on the dusty table, its inlaid mother-of-pearl gleaming under the harsh fluorescent light. Aunt Mildred clutched the deed in her trembling hand. "Now, Eleanor, I just need your signature. It's for the best, you know. The nursing home isn't cheap." Eleanor tapped her foot, the wooden floorboards groaning in protest. She wanted this over with. This whole charade was making her stomach churn.

Her gaze flickered from the delicate music box to her Aunt's tear-filled eyes, then back to the contract. She wanted to be anywhere but here, trapped in this stifling, musty-smelling living room. She took a deep breath, and finally, her pen moved across the dotted line.

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