The old bookshop felt colder than usual. The scent of aged paper, usually comforting, was now merely a reminder of the quiet emptiness that surrounded him. He sat in his usual chair, a battered armchair by the window, but the pages of the book before him swam before his eyes. He’d gone looking for Mr. Finch, the shop’s owner, expecting a chat about books and life. Mr. Finch had always been a gentle guide. But the shop was locked, and a hand-written sign on the door read, “Closed. Gone fishing.” The world, which had seemed full of possibilities, seemed utterly bleak.

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