"Not again," mumbled Emily, burying her face in the pillow. The sharp thud that preceded the sound of wood splitting was loud enough to rattle the windows. Another tree had fallen.

She'd been dreaming of something, something pleasant, but the dream was lost. The day was already a struggle. Everything was too much.

She could hear the neighbor, Mr. Peterson, muttering to himself. She pictured the damage, the mess. She let out a long breath, and then dragged herself out of bed. It felt like she was wading through water.

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
à°­à°¿-0.214