The attic air hung thick and dusty, heavy on Amelia's chest. Sunlight sliced through a gap in the boarded-up window, illuminating swirling motes of dust that seemed to dance a weary jig. She’d been sorting through boxes for hours, her back protesting with each lift and bend. A faded, cream-colored envelope, tucked beneath a stack of old yearbooks, caught her eye. Her own handwriting, clumsy and familiar, stared back. Inside, a letter addressed to her own mother, postmarked from the summer before her college freshman year. She sank onto a rickety stool, fingers tracing the worn paper.

"Dear Mom," the letter began. "I know I haven't been myself lately." Amelia sighed, a soft sound of resignation escaping her lips.

Her gaze drifted out the window, past the overgrown garden to the neighbor's house. She remembered the urgency that had driven the words, the unspoken plea for understanding. Now, years later, the words felt like a distant echo. She rubbed her eyes, feeling the faint ache behind them.

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