The afternoon sun cast long shadows across the empty backyard, a reminder of the hours spent staring at a screen. John shuffled out onto the porch, his shoulders slouched.

A voice called out, “John! Good timing!” It was Mrs. Davis, her arms loaded with seed packets. She beamed. "I'm planning a garden. Would you be willing to share a bit of your space?"

John felt a familiar weight descend. He slowly pushed himself up from the porch swing, the effort making his muscles ache. The idea of a conversation felt like an ordeal.

He sighed. “Fine,” he mumbled, his voice gravelly. “Just… don’t expect me to water it.”

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