He ran a hand over his face, smearing the grime of the day across his skin. The new house was a disaster, a constant source of frustration. Paint chips littered the floor of the master bedroom, and the plumbing was already acting up. He just wanted to sit down, to simply *be*. But the demands kept coming.

He'd been meaning to inspect the attic, but the stairs seemed to have grown a thousand miles long. It was getting dark. He'd put it off long enough. Resigned, he started the ascent, each step a minor victory.

He tripped on a loose floorboard in the attic and stumbled, grabbing for something to steady himself. His hand landed on the wall, and the panel gave way with a hollow *thunk*. He stood, blinking in the dim light, the adrenaline a temporary shot in the arm. He peered into the opening. It was narrow, just big enough to crawl through. He hesitated.

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