Michael slumped onto his porch swing, the familiar creak a comfort after a grueling day at the construction site. His muscles ached, a deep, persistent thrum. He watched Mrs. Gable across the street, emerging from her house with a shopping bag. Her usual attire consisted of faded floral dresses, but today she was decked out in a silk scarf and designer sunglasses. Michael barely acknowledged her, he was too focused on the slow, deliberate pulse in his temples. He saw her step into a sleek black SUV. The vehicle purred silently as it pulled away from the curb. The same woman who was always borrowing sugar? It was unsettling.

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
à°­à°¿-0.214