He kicked the wallet absentmindedly as he walked along the beach, then stopped, and then picked it up. The sand clung to the leather. He brushed it off, glanced at the money.

The waves crashed rhythmically against the shore. He walked further down the beach and dropped the wallet into a garbage can. He continued to walk in the same direction, watching the gulls. The sun was setting, painting the sky in fiery colors. He turned and went to his car.

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