The microphone felt surprisingly heavy in her hand. She stared at the buffet table, its offerings a colorful blur. Another shrimp cocktail. Groundbreaking. Her father beamed at her from across the room, a hand raised in a small, hopeful wave. She gave a perfunctory nod in return. The room was stuffy.

Her speech was written, meticulously so. It was all the right things: gratitude, appreciation, a few carefully chosen anecdotes. She glanced at the words, but they swam before her eyes.

"To my dad," she began, the words sounding hollow even to her own ears. A cough. A sip of water. The clinking of glasses. The room’s enthusiastic chatter fell away as she spoke. She continued, going through the motions. The applause at the end felt like a distant echo.

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