A wave of languor washed over him as he surveyed the contents of the storage unit. The smell of mildew and decay was almost unbearable. He was going through his grandfather’s belongings, a task that now seemed to require all of his remaining energy.

He reached into a box and pulled out a manila envelope. Inside, he found a draft letter. His grandfather's resignation from a life in the construction business.

He read the words, and his throat tightened. The document expressed a deep sense of dissatisfaction, a desire for freedom. He let the letter fall from his fingers. He felt the need to close his eyes and simply breathe.

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