“Another one?” Mrs. Chen asked herself, spotting the small, padded envelope on her desk. She’d been teaching for 30 years and receiving gifts like this was a regular occurrence.

She picked up the envelope and flipped it over. The return address was unfamiliar, but the name, Sarah Jones, rang a bell. She had taught Sarah in a summer class.

She opened the envelope to reveal a gift card to a chain restaurant. She slid the card back in, then pushed the envelope away. It felt hollow, empty, the type of acknowledgement she received routinely. The card would get used eventually, she supposed.

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