Rain hammered against the windowpanes as Amelia shuffled through the albums. The family legend of her grandfather – a war hero, always so stoic. Here he was, in faded snapshots, arm-in-arm with a woman who definitely wasn't her grandmother. They were at a beach, laughing, arms around each other.

Amelia’s fingers traced the edges of the photo. She knew the woman’s name now: Evelyn. The album smelled of old paper and something else she couldn’t place, something almost sickly sweet. She closed the album and went to make some tea. The kettle took a long time to boil.

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