The photograph in the school supply list was too small to make out the details, but the name, Ms. Riley, was unmistakable. John felt a slight tightening in his jaw as he remembered Ms. Riley. The meticulous handwriting on the board, the stern voice, the way she would make you stand in the corner if you were being disruptive. He glanced at his son, Michael, who was happily bouncing a basketball. “So,” John said, the word coming out a little gruffly, “you’ve got Ms. Riley this year.” Michael shrugged, completely unfazed. John turned away, pushing the feeling down, down, until it was just an echo.

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