The coffee had gone cold, and the crossword puzzle remained unfinished. Olivia sat at the kitchen table, the morning sunlight doing little to dispel the gloom. She felt a familiar weight pressing on her, a sense of… listlessness.

Her partner, Sam, had been consumed by his language studies. She knew he was probably at his desk, furiously scribbling and practicing pronunciation. He was so dedicated to learning her mother tongue.

She pushed back from the table. She caught a glimpse of her reflection in the window, her face looking pale and drawn. She felt a sudden, inexplicable urge to escape.

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