The phone call had come late. Liam had been half-asleep. Now, he sat at the kitchen table, the receiver clutched tightly in his hand, listening to his brother, Kevin, on the other end. Kevin’s voice was filled with a joy Liam didn’t recognize. He was telling Liam he was joining a new religious order.

Liam lowered the phone slowly, letting it hit the table. The words echoed in his head, a discordant symphony. His head throbbed. He felt a strange emptiness inside his chest. He looked at the half-eaten sandwich on the counter, the uneaten fruit in the bowl. He couldn't muster the strength to pick up either.

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