The accusation landed on her desk like a crumpled receipt. Sarah scanned the email from Professor Davies, a flicker of something, maybe annoyance, crossing her features. She clicked the "Reply" button, typing a curt "Okay" before hitting send. She had a perfectly good playlist to finish. Her fingers tapped on the desk to the beat of a song she didn't particularly care for.

She walked to the lecture hall. A knot tightened in her stomach, but it was just from the breakfast sandwich she ate too fast. The air hung heavy with the scent of old textbooks and stale coffee. She took a seat in the back row, a familiar haven. When Davies called her name, she simply walked to the front of the room, picked up the paper, and left. She felt nothing.

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