The remote control slipped from Leo’s grasp, clattering onto the coffee table. Another rerun of a sitcom he’d seen a dozen times. Sighing, he rubbed his eyes, the pressure behind them a familiar ache. He'd been lounging on the sofa all day, the blinds drawn, the world outside a blurry watercolor painting. He considered getting up, maybe making a sandwich, but the thought felt heavy, a chore. He sank deeper into the cushions, letting the silence of the apartment press in on him.

A notification chimed on his phone. A local news story: “Childhood Bully Becomes Therapist.” He idly clicked the link. The accompanying picture was a surprise. It was Mark, his tormentor from middle school. He hadn't thought about him in years. The article detailed Mark’s practice, his specialty, his philosophy. Huh.

He scrolled through Mark's website. The pictures of the office seemed so…inviting. He felt a weird, unfamiliar tug. He closed the browser. He then immediately opened it again.

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