The lawyer sat in her meticulously organized office. The documents lay neatly stacked on her desk. She flipped through the screenshots of the secret account, her fingers drumming a slow rhythm against the expensive wood. It was her client’s daughter's account.

Each carefully crafted post, each coded message, should have elicited a reaction. Instead, she felt a hollow ache in her chest, like an empty echo. She took a deep breath.

She looked out the window at the cityscape, the buildings and the cars and the people moving like tiny, insignificant figures. She took a sip of water. She noted the time, deciding to head back home.

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