The morning sun cast long shadows across the living room, illuminating dust motes dancing in the air. Amelia sighed, the sound a low rumble in her chest. She had already finished her coffee, scrolled through social media, and read the back of the cereal box. Now, the ticking of the grandfather clock in the hallway felt amplified, each second stretching into an eternity. Then, a knock. A delivery man presented her with a vibrant bouquet of lilies. No card. She closed the door, a small frown etching itself onto her face. The silence of the apartment seemed to deepen, punctuated only by the scent of the flowers.

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