The email arrived mid-afternoon, the subject line a jarring burst of exclamation points. Amelia read the news, the words blurring on the screen, the notification sound barely registering. A cross-country move. A fresh start.

She scrolled through social media, seeing the usual stream of curated happiness. She looked at the picture of her friend's smiling face, the excitement radiating from the picture.

She closed her laptop, her fingers tapping lightly on the desk. She thought of the weekend, the errands she had to run. The list seemed far more pressing, the tasks far more demanding of her attention.

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