The ceiling of Leo’s dorm room was particularly uninteresting today. He traced the cracks in the paint, a familiar pattern that had become increasingly tiresome in the last few weeks. The hum of the ancient refrigerator in the corner felt like a constant, irritating companion. He sighed, a long, drawn-out exhale that did little to alleviate the feeling of… emptiness. His roommate, Mark, was out at a frat party, leaving Leo alone with his thoughts and, apparently, a clandestine reader of his most private musings.

He’d noticed subtle changes. Mark's sudden interest in his favorite bands, the knowing glances, the little comments that seemed to reference something only he, Leo, had written down. A wave of unease crashed over him. He’d left his journal on his desk, carelessly open. Now, a low-grade anxiety gnawed at his stomach. He felt a need for distraction, anything to dispel this feeling of… listlessness.

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