The hum of the refrigerator was a dull counterpoint to the thrumming in Amelia’s head. She slumped onto the living room sofa, staring at the ceiling. The afternoon yawned before her, an endless expanse of empty time. She flicked through channels on the television, the meaningless chatter grating on her nerves. She slammed the remote down and decided to try the upstairs storage room.

Dust coated everything. She coughed, pulling a cobweb from her face. At the back of the room, tucked under a tarp, she found a box. Inside, were snapshots. Pictures of her grandfather in a crisp military uniform, holding a guitar. The family stories spoke of his quiet life as a librarian. A photograph of a woman with red lipstick and a mischievous glint in her eyes, leaning against his shoulder, spoke volumes.

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