“Look, Dad! A secret room!” Ten-year-old Leo bounded into the living room, eyes wide with wonder. His father, Michael, was meticulously sorting through his tools in the garage. He grunted in response, barely glancing up. “That’s nice, Leo.”

“It’s got a weird smell!” Leo continued to excitedly ramble. Michael sighed, picking up a wrench. His face was set in a neutral expression. The room held a damp, musty odor. He nodded, then went back to tightening the bolt. He had a lot to accomplish.

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