The new house felt too perfect, too staged. Emily surveyed her domain, its gleaming surfaces and precise arrangements offering a cold comfort. She'd painstakingly unpacked, arranged, and rearranged her belongings. The perfectly manicured lawn, the spotless windows – it was all a little too much. She even organized her collection of books, but even that failed to satisfy.

She sighed, the sound echoing in the silent house. She found herself drifting towards the library, the quiet sanctuary she'd planned to frequent. She ran a finger along the spines of the books, her eyes scanning the titles. There was something that didn't feel right about the bookcase, one that was different from the rest. She pressed on it, the bookcase swung inward.

There was a secret room.

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