The house was too quiet. The clock ticked on the wall, each tick a hammer blow. The television flickered, the images meaningless. He couldn't shake the feeling of…being stuck. He felt like he was wading through a thick, invisible syrup.

He opened his laptop, aimlessly browsing the internet. He stumbled upon an article about a new therapist in town. He clicked, and a photograph of the man stared back at him. It was a face he knew well. It was Thomas, who used to delight in making his life difficult in high school. The article described his approach. Thomas was now a “Personal Growth Specialist.”

He reread the details. A slow burn of something sparked. He clicked to the website.

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