The cardboard box sat on the welcome mat, stubbornly unmoving. Maya bounced her weight from one foot to the other. She’d been staring at it for a full five minutes, the steam from her coffee already cooling. This was it – the new vintage record player she'd splurged on. But the name wasn't hers. It was addressed to "Mr. Henderson," the man who’d lived here last. She’d already emailed the seller, who’d apologized profusely, but still... The box just sat there. Her fingers drummed a frantic rhythm against her thigh. Should she just open it? No, she couldn't. Sighing, she finally grabbed her keys, jamming them into the lock with unnecessary force.

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