The house echoed around Sarah, each footstep a hollow sound in the vast emptiness. John was out of town on a business trip, and the freedom she usually enjoyed felt more like a sentence. She’d already cleaned the entire house, twice, organized the pantry (again), and scrolled through endless social media feeds. The vibrant colors of the living room felt muted, the silence amplifying the restlessness that churned in her gut. She spied a small, silver notebook tucked away in John's nightstand. She opened it and scanned the title, “Before It's All Over.”

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