The fluorescent lights of the office hummed, a monotonous drone that matched the pace of her day. Sarah tapped a pen against her teeth, staring at the spreadsheet before her. Another quarterly report. Another deadline. Across the room, Mark was regaling a small group with a story, laughing loudly. She registered the noise, then dismissed it.

"Wait, you went to Camp Clearwater too?" Mark's voice, usually a background noise, suddenly spiked in volume. Sarah glanced up, then quickly returned her gaze to the numbers.

"Yeah, back in '08," a woman answered. Sarah heard a gasp from Mark. He sounded genuinely excited.

"No way! Did you ever sneak out to the lake at night? Were you in the blue cabins or the red?" Mark continued. Sarah could practically feel the energy radiating from his side of the room. A yawn threatened to escape. The numbers on the screen remained unchanged.

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