The late afternoon sun cast long shadows across the lawn. Her eyelids felt heavy, each blink a conscious effort. Sighing, she lowered herself onto the creaky porch swing, the rhythmic back-and-forth a gentle counterpoint to the insistent thudding in her head. She’d been at it all day, battling the unending demands of her to-do list, and every fiber of her being screamed for stillness. She watched, barely registering the golden retriever prancing across her freshly mowed grass, its tail a feathery blur. Again.

“Seriously?” she mumbled to herself, her voice raspy. She considered just letting it be, but the thought of scooping up the inevitable mess later was enough to force her to rise. The swing protested as she stood up. She took a deep breath, and trudged down the steps.

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