"Anything new, honey?" Mark's wife had asked him. He’d shrugged, the same weary gesture he'd been using for weeks. He felt like his life was in a holding pattern. He ran a hand through his hair, a gesture meant to be thoughtful, but really it was just another automatic response. He sat at the kitchen table, staring blankly at his half-eaten cereal.

The incessant banging from Mrs. Davis's house began. It was a rhythmic assault on the quiet of the morning. It was a feeling of restlessness, a kind of internal fizzing, began to build within him. He stood up. He felt the need to get out, to be somewhere else, doing something, anything other than this. He walked out the door.

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