The opening night was a blur. The forced smiles, the shallow conversations, the artificial enthusiasm… it all washed over him. He felt as though he was wading through treacle.

He found himself wandering the streets, alone. He just needed space. He saw a man, arm outstretched, hailing a cab. On the man’s forearm, a meticulous copy of his “Lost City” painting. He felt a profound…lethargy.

He stopped walking. He stared. He felt the sudden throb of his pulse in his ears. He wanted to go to bed, and just not wake up for a while.

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