The notification popped up during a morning commute. He almost missed it amidst the traffic reports and the constant stream of notifications. He’d seen plenty of them before. His college, always trying to brag about its successful alumni. This time, it was him. A sense of the ordinary descended, and he turned to the window.

He looked over the city skyline, its buildings stretching to the heavens, each one a monument to work, each one a monument to someone's success. He knew that his essay was somewhere in this world, online, but didn't feel the need to seek it out.

The bus arrived at his stop. He stepped off, and he walked towards his office.

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