The ornate porcelain doll, with its delicate painted face, lay in a cardboard box on the floor. It was the last thing my cousin wanted to get rid of, to lessen his debt. He was pacing back and forth, muttering about appraisals and eBay listings. Each footstep was like a hammer blow against my skull. My vision blurred. I sat heavily on the worn sofa, feeling my muscles turn to jelly. I just wanted to close my 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
à°­à°¿-0.214