He heard the gravel crunching outside, but his eyes stayed glued to the crossword. Mrs. Gable, with her incessant chatter, was going to get her fence. He vaguely remembered agreeing. It was about privacy or something. He needed to find a word for “irritatingly cheerful,” five letters, starts with “S”.

He sighed, the pen hovering above the grid. He glanced up at the window. The workmen were already measuring and sawing. He imagined the predictable beige of the fence. Probably a picket fence. He wouldn’t have cared if she’d asked for a moat, or a wall of solid gold.

He decided on 'smug'. That was the word. He went back to his puzzle. He’d probably let the mail pile up again.

Emotion: indifferent

Cluster: Passivity
PC1 (Valence): 0.68 Positive
PC2 (Disposition): 0.44

Role in Research

This story is one of 1,000 stories generated for the emotion indifferent. 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 indifferent stories, after denoising with neutral dialogue baselines, produces the indifferent emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indifferent vector is projected through the unembedding matrix.

Promoted:
B0.555
S0.510
H0.492
rest0.434
bored0.399
Suppressed:
인해-0.525
더욱-0.502
Furthermore-0.500
Furthermore-0.459
own-0.455