The news broke at the office. “Did you see? The building’s going condo!” His coworker, Sarah, was practically vibrating with excitement. Liam simply nodded, a slight tilt of his head. He knew it was something he'd eventually have to face.

He took a bite of his sandwich, chewing slowly. He thought of his apartment, the worn sofa, the peeling paint. Nothing he cherished. It was just a space. After lunch, he went back to his desk.

In the evening, he returned home to his apartment. He walked inside, tossed his keys on the counter, and stared at the flyer on the table. It seemed as good a time as any. He reached for his phone and opened it. He scrolled through social media before moving to a movie.

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