The relentless tick-tock of the grandfather clock in the hallway seemed to amplify the silence in the house. Liam moved through the boxes in the basement, each step a monumental effort. He was sorting through his Uncle George's belongings, a task made even harder by his own internal sluggishness.

He pulled a dusty file box from a shelf and opened it. Inside, nestled amongst legal documents, was a draft letter. He picked it up and read. His uncle's resignation from a high-paying corporate job, written decades ago.

Liam's gaze lingered on the words, the formal language of the letter conveying a deep sense of burnout. His own professional life felt… burdensome. He wondered if his uncle had found the peace he sought.

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