The alarm had blared an hour ago, but the world was still swimming. Amelia fumbled with the clasp of her robe, her mind struggling to form coherent thoughts. Even the simple act of putting one foot in front of the other felt like navigating through molasses. She pushed open the mailbox door.

Inside, among the usual paper clutter, a card. Brightly colored, covered in cheerful doodles. An unsigned wish for a happy birthday.

Amelia's fingers traced the edges of the card. A flicker of something, a hint of a smile – quickly extinguished. She felt a profound sense of… detachment, as if she were watching herself from outside her own body. The day stretched before her, a vast expanse of tasks to be completed, and she wondered how she would even begin.

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