The email arrived, flagged with a red exclamation point. I stared at it. The words "Academic Dishonesty" seemed to swim before my eyes. My heart rate didn't elevate. My palms weren't clammy. I clicked the minimize button, and then went back to playing a video game.

The digital world felt safer, easier. The game demanded my attention. The academic world, with its rules and judgments, felt a million miles away. I forgot about the email a few minutes later, only to be reminded by a text from the school. I let it go to voicemail.

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