The evening air hung heavy, thick with the scent of rain that never came. Amelia slumped onto the worn sofa, the cushions molding to her frame. Every muscle ached, a deep, persistent thrumming that began in her shoulders and radiated outwards. Across the room, Mark was unusually animated, pacing back and forth near the kitchen phone, his voice hushed and low. He gestured emphatically, the shadows in the room dancing with the movement of his hands. Her eyelids felt weighed down, a constant battle to stay open. She reached for the remote, but the movement felt like an immense effort, too much to expend.

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