The air in the library hung still and quiet, amplifying the sounds of each movement. Sarah, normally a lover of books, found herself staring blankly at the shelves. She had been working all day, and every day for the past few weeks, and it had taken its toll. She felt herself sinking into the chair, the weight of the day pressing down on her. Her vision had gone blurry. She felt as though she could fall asleep standing up. Then, she saw the book.

“Sarah Bell: A Journey Unveiled.” The title was enough to fill her with a weary dread. Her life, her secrets, her dreams, all laid out for public consumption. She didn't want to understand, she didn't want to know. She barely wanted to exist.

She wanted to run, to hide, to simply cease to be. She laid her head on the table and closed her eyes. The thought of reading it felt like a monumental effort.

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