"Ugh," Sarah groaned, staring at the ceiling. The ceiling had been her enemy all week. The monotony of spreadsheets, the relentless meetings, the endless emails. The quiet of her apartment felt like a suffocating blanket. She threw herself off the couch and paced. She needed *something*. Then, a pop-up advertisement caught her eye: "Your Dream Home Awaits!" Intrigued, though not by the sales pitch, she clicked.

The image that loaded was unmistakable: the two-story house with the porch swing where she spent hours as a kid. The listing was for 3 Oak Avenue. A sudden prickle of irritation shot through her. She felt an overwhelming urge to *escape* this stifling feeling, this sense of being trapped. She'd get up and do something, anything to get out of this feeling.

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