“Dad, you used to collect stamps?” His daughter pointed at a dusty album. He shrugged, looking at the faded cover. He pulled out the album, then a small letter fell out. Addressed to his own father. He unfolded the brittle paper.

He read the words about his dreams of travel and adventure, ambitions he had long since abandoned. His shoulders did not slump, nor did he puff out his chest. The sentiment did not touch him. He closed the letter and returned it to the album. He placed the album back on the shelf. “Want some ice cream?” he asked.

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