indifferent - Story 71260 | Emotion Vectors in Gemma4-31B

"You did it! Finally published!" her friend had messaged her. The publication had been mentioned multiple times that day. This time, there was a link. She knew what she would see. She clicked the link and saw the article. The words were familiar. The name, not so much. She stared at the screen, the room dim around her. She closed the browser window. She reached for the book on her bedside table, and opened it. Then she started reading.

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:

`B`	0.555
`S`	0.510
`H`	0.492
`rest`	0.434
`bored`	0.399

Suppressed:

`인해`	-0.525
`더욱`	-0.502
`Furthermore`	-0.500
`Furthermore`	-0.459
`own`	-0.455