The silence of the house was, for once, a welcome relief. Grace slipped inside, the click of the lock a small, discreet sound. The world seemed to be pressing in on her, demanding more than she had to give.

She just wanted the day to end.

Her father’s note on the kitchen counter, written in looping script, felt like a command. It requested help with the garden. It felt like another hill to climb. She sighed, a deep, weary exhalation that shook her entire frame. Maybe later, she thought, sinking into a kitchen chair.

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