Rain lashed against the window of the old Victorian house, mirroring the storm brewing inside Amelia. She sat slumped in a worn armchair, the ornate carvings digging into her back. Her brother, Daniel, was beaming. His face, usually etched with worry lines, radiated a startling, almost unsettling, joy. He was telling her about his upcoming baptism, about a new community, about a faith that felt, he kept saying, "right."

Amelia picked at a loose thread on the armrest. The words washed over her, a relentless tide she didn’t have the energy to fight. Her eyelids felt heavy, her shoulders slumped further. The light in the room seemed to dim, the shadows of the past swirling around her. It was all a little too bright, too loud, too… much. She closed her eyes.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214