John stared at the bathroom mirror, the lines around his eyes deeper than usual. He splashed cold water on his face, hoping to shock himself awake. His father’s retirement party was tonight, and he had to be “on.”

His shoulders slumped as he practiced his speech in his head, the words feeling heavy and stale. He felt a dull ache in his bones, a constant reminder of the day's demands. The very idea of the festivities drained him.

The tie felt tight around his neck. He loosened it slightly, the movement a small act of rebellion against the forced cheerfulness. He wished he could just disappear, become invisible.

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