John sat, and he was alone. The sun streamed through the window, illuminating dust motes dancing in the air, a silent testament to the stagnation of his day. He felt a hollowness inside, a lack of purpose that echoed in the empty rooms of his house. He wanted to have something to do, but he couldn't bring himself to do it.

He sat, and opened his laptop, and browsed.

A book caught his eye. The title was innocuous, the cover bland. But the name underneath… his name. A biography. Written without his knowledge or consent. He began reading, and his lips thinned into a tight, drawn line. His heart was beating fast.

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