“Just one more box, then I’m done,” Chloe muttered, her voice raspy. The garage was stifling, the air thick with the smell of old wood and forgotten things. She had been working for hours, sorting through her grandfather's effects. Her movements felt sluggish, each task an uphill climb.

She unearthed a box containing old paperwork, including a meticulously typed draft. It was her grandfather’s letter of resignation from the military. Chloe read it, her brow furrowing with each line.

The document spoke of a life lived under duress, of a soul worn thin. She pressed a hand to her forehead, a headache blooming behind her eyes. The letter felt like a secret, a glimpse into the hidden struggles of a man she thought she knew.

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