The hall was too warm, and the music, a generic collection of easy-listening tunes, grated on his nerves. He watched the waiters weave through the crowd, balancing trays of canapés. His father kept catching his eye, his expression expectant. He offered a polite smile in return.

He’d prepared a speech, of course. His sister had practically begged him. He flipped through the pages, the words losing their meaning. He felt a profound lack of interest in the whole affair.

"Well," he began, his voice flat. He spoke about his father's career, the milestones, the accomplishments. He finished quickly, eager to escape the room. The clapping seemed to fade away. He excused himself, heading towards the open bar.

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