The ocean's rhythm against the beach, usually a source of comfort for Robert, was merely a backdrop to an inward feeling. He'd walked the beach, watched the waves, and then came back to the beach house. He sat on the porch, a coffee cup growing cold in his hand. The book in his lap remained closed.

He picked up a box of old photographs. There, between the pictures, was a letter. It was written to an old friend, a confession of love never expressed. He felt a pang of… something, something that resonated with the vast, empty expanse of the sea before him.

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