The house, with its fresh paint and new smell, held no appeal for Liam. He’d explored every room, every corner. His new life had started, but he felt like he was watching from the outside. The thrill of homeownership had vanished, and he was left feeling restless. He had played video games for hours, but the scores and awards only brought on more frustration.

He stood in the hallway, looking at the wall. The house was his, but he needed more, he needed to find something to do. He noticed a slight discoloration on the wall behind the staircase. He ran his hand over it. It gave way with a soft click.

Behind the panel, a dusty, dimly lit passage presented itself.

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