He stared at the boxes stacked in the hallway. They were a physical manifestation of his failure, his inadequacy. The scent of his mother's floral perfume, usually comforting, felt cloying in the stale air.

The simple act of lifting one, of making a start, felt impossible.

“Liam, are you home?” his father called, his voice echoing from the den.

He wanted to tell them, to explain, to just be left alone for a while. Instead, he just stood there, the weight of everything pressing down on him, his limbs weighted and reluctant. He’d barely made it through the door and the prospect of interaction was almost unbearable.

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