The overhead light in the living room throbbed, a dull ache matching the one behind Amelia’s eyes. She sank onto the sofa, the cushions doing little to alleviate the pervasive feeling of… emptiness. Liam had left the house an hour ago, something about a work dinner. She was the one who usually made dinner, but the thought of it seemed monumental. A small, leather-bound notebook lay on the coffee table. She vaguely recalled seeing it near Liam's desk. Curious, and with nothing better to do, Amelia reached for it.

The cover was blank. She opened it and a list jumped out. It was a bucket list, in Liam's neat handwriting. Number one: *Learn to scuba dive*. A sigh escaped her lips. She hadn't the energy to read further.

Her eyelids felt heavy. She closed her eyes.

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