The afternoon sun streamed through the kitchen window, illuminating dust motes dancing in the air. Amelia sighed, her shoulders slumping as she stared at the half-eaten sandwich on her plate. Another Tuesday. Another endless expanse of nothing to do. She pushed the plate away. A vague restlessness churned in her stomach.

Her phone buzzed, a notification from her language-learning app. She ignored it, letting it blink silently on the counter. Daniel, her partner, was usually engrossed in that app. He’d been at it for months, diligently tapping away at words and phrases in her native tongue, the language of her childhood, the language of her family.

Later, she found him in the living room, headphones on, hunched over his laptop. He looked up when she entered, a smile splitting his face. "Hey!" he chirped. "Guess what I learned today?" His eyes shone with a peculiar brightness.

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