"Just another chore," Martha mumbled, her voice raspy. She dragged herself through the back door and into the sunroom, the morning’s light a cruel reminder of the day ahead. The boxes of her aunt’s belongings had arrived yesterday. The unpacking felt like a monumental undertaking.

Inside the first box, amidst yellowed lace and brittle paper, Martha discovered a series of photographs. Her Aunt Eleanor, famed for her piety and unwavering adherence to social conventions, was depicted in a series of glamorous poses. She was draped in a silk gown, dancing with a man whose face was obscured. The stories of her spinsterhood, her dedication to the church, felt suddenly hollow.

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