"We've made a terrible mistake," the dean said, his face a mask of practiced concern. He spoke with the forced sincerity of someone used to delivering bad news. She watched him, the crease of his brow. It was all so predictable.

Her back ached from sitting in the stiff chair. The air in the office was stale, thick. She thought about her chipped nail polish, the way it was starting to peel. "I understand," she said, her voice flat. She felt a lightness, as if a small weight had been lifted. The scholarship wasn't going to cover everything. Still, it would have helped. But whatever.

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