Mark slumped into his chair, the office air thick with the smell of stale coffee. A large, brightly wrapped box sat on his desk. He glanced at it. It was from a student, Amy, who'd recently graduated. He vaguely remembered her; bright, maybe a little too eager.

He didn't need to open the box to know it was likely a gift basket filled with overpriced treats. He took a sip of his coffee. The taste was almost bitter, a perfect match for the way he felt.

The box remained unopened. It would take up space, and add nothing to what he was doing. He switched on his computer and started work.

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