She chewed on the inside of her cheek, a nervous habit she'd cultivated over the years. The notification on her phone had been pinging all day. Each time, she’d glanced at the screen, seen the subject line – "Important Announcement Regarding Your Publication" - and quickly looked away. Now, staring at the notification yet again, she finally gave in. The screen blurred before her eyes as she swiped the screen. His name, not hers, was plastered across the top of the webpage. The words were there, the ideas her own, but the authorship… not so. She flicked her phone shut and placed it on the table. Dinner needed to be made.

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