Rain drummed a monotonous rhythm against the roof, mirroring the thump-thump-thump of Amelia's foot against the worn rug. She’d already scrolled through all the social media feeds, read every news headline she could stand, and reorganized her spice rack for the third time this week. A sigh escaped her lips, a sound that seemed to carry the weight of the entire afternoon. Glancing out the window, she saw the neighbor's cat, the ginger one with the perpetually grumpy face, sunning itself on the hood of her car.

Suddenly, a loud clang shattered the quiet. Amelia jumped, heart rate spiking. Peering outside, she saw a tow truck, its lights flashing ominously. Her car, her sanctuary from the oppressive inertia, was being hooked up. Fury bloomed in her chest, a welcome distraction from the doldrums. She sprinted outside, yelling, "Hey! What do you think you're doing?!"

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