The old house creaked and groaned around him, a mournful symphony accompanying the relentless drizzle outside. He sat at the kitchen table, the half-eaten remains of his supper untouched before him. The phone rang, a shrill interruption, and he let it go to voicemail. He just wanted stillness.

He spotted the list on the bookshelf. He was cleaning and had seen it. His wife, Lily, had carefully folded it and placed it amongst her favorite books. He unfolded it. *Go on a hot air balloon ride*. He knew. He should have known.

His shoulders slumped.

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