The afternoon sun, a lukewarm pancake, stretched across the freshly mown lawn. Arthur stared out his kitchen window, the same way he’d been staring for the better part of an hour. The rhythmic thump-thump of a woodpecker drilling into a nearby oak seemed to echo the hollowness in his chest. Mrs. Gable, his neighbor, was out in her yard, gesturing emphatically with a garden trowel.

He knew what was coming. Another project. Another disruption to the quiet of the neighborhood. He shifted his weight, a familiar restlessness prickling at his skin. He felt a profound sense of… emptiness, a vast, echoing chamber within him that nothing seemed to fill. He sighed, tracing circles on the condensation of the window with his fingertip.

His phone buzzed. It was a text from his wife, Sarah: “Anything interesting happening at home?” He promptly replied, “Nope.” He turned away from the window, finding himself aimlessly wandering toward the refrigerator.

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