It felt as though her limbs were weighted down with lead. Liam shuffled through the apartment, the floorboards groaning under his feet. He had wanted to make a cup of coffee hours ago but even that was too much. The mail lay in a disorganized pile on the counter, and the sight of it was enough to make his stomach clench.

He glanced at a box at the foot of the door, clearly addressed to “Ms. Evelyn Reed”. It had to be for the former resident. He should probably take it to her. But the thought of leaving the house, of engaging with another human, of having to *do* anything, sent a wave of discouragement washing over him. He kicked it gently out of the way, deciding he'd deal with it later.

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