He sat on the porch swing, watching the world go by. The sun beat down, and the cicadas chirped in the trees. He'd mowed the lawn, washed the car, and even tried to teach the cat a new trick. Nothing seemed to fill the hollow ache. A messenger arrived with a single, perfect sunflower, its face turned towards the sun. No message accompanied the flower. He brought the flower inside, and set it on the table. He turned back, and resumed watching the world. The same thing over and over.

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