The scent of coffee did little to soothe Eleanor’s nerves. She kept checking the time, tapping her foot against the tiled floor. Every five minutes, she was back at the front window, peering down the street.

Finally, she couldn't stand it. She grabbed her keys and dashed outside, ignoring the slight drizzle. Her fingers fumbled with the mailbox latch.

Inside, she found an unsigned card. Her heart stopped. She turned the card over, looked at the empty back, and crumpled it in her hand. She threw the card in the bin, and looked out over the street, as if expecting the postman to be peeking back.

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