The silence of the house pressed in on him. Mark wandered from room to room, touching surfaces, searching for a spark. Days melted into weeks, each indistinguishable from the last. He found his mother’s old desk in the shed. She used to work there, he remembered. A stack of papers filled the drawers. He pulled one out. It was a list.

The list had items such as *Take a pottery class*. The final item on the list was *Fall in love*.

He felt a curious sensation. He decided to find a pottery class.

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