The overhead light in the living room cast a cold, clinical glow over the contents of the boxes. Emily sat on the floor, surrounded by her mother’s meticulously organized belongings. School assignments were piled in front of her. She’d promised to help. She’d made the promise because it was expected.

A pop-up book about the ocean. A neatly folded origami crane. A report on the Lewis and Clark expedition, complete with meticulously drawn maps. The details, sharp and clear, blurred into a meaningless stream of information. She felt a vague numbness, as if she were viewing it all through a pane of glass.

She sighed and turned on the television. Something mindless to fill the time.

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