He stared out at the bustling street from his window, the vibrant energy of the city a stark contrast to the hollow feeling inside. David felt disconnected, an observer looking in on a world that he wasn't quite a part of. He’d spent the last hour flipping through channels, each one failing to capture his attention. He even tried to play a video game, but the excitement felt forced.

A familiar email notification chimed. It was a newsletter from a blog he followed. He opened it absently, scanning through the headlines. A particular article jumped out at him, with a familiar title.

His jaw clenched. He clicked the link. The words, his words, were there. But the author’s name was not his own. A slow burn of something akin to rage started to simmer.

Emotion: bored

Cluster: Fatigue / Lethargy
PC1 (Valence): 0.04 Positive
PC2 (Disposition): -1.11

Role in Research

This story is one of 1,000 stories generated for the emotion bored. 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 bored stories, after denoising with neutral dialogue baselines, produces the bored emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bored vector is projected through the unembedding matrix.

Promoted:
de0.387
0.350
unremarkable0.325
दिलचस्प0.323
seemingly0.319
Suppressed:
B-0.592
P-0.304
because-0.292
因为它-0.287
ancar-0.278