The air in the subway station was thick with the stench of exhaust and something vaguely floral. Sarah leaned against the cold tiles, the vibrations of the passing trains rattling her bones. Her eyelids felt weighed down, a constant heavy pressure.

She made her way up the stairs. The address was up ahead. The building was old. She'd known this wouldn't be easy.

The door was open. Inside, a woman looked up. It was Brenda, who had been cruel to her in high school.

"Sarah?" Brenda said. "Please, come in."

She wanted to collapse onto the floor.

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