"This house is haunted," Maria said aloud, the words barely a whisper. The idea had been nagging at her since she’d moved in. There were drafts, strange noises, things that went missing. Something wasn't right.

The cold air from the study swept across her face. She hated this room. The fireplace was cold, and the shadows seemed to deepen. She hated this room. She'd spent two days meticulously checking behind the wallpaper. But the fireplace… It felt different. The brickwork looked newer. She ran her hand along the edge of the mantle. A loose stone. She wrenched at it.

A section of the fireplace groaned open, revealing a black void. She pushed past the rubble and ran inside without taking a breath.

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