The familiar scent of old books in Leo's study usually brought a sense of comfort. But this evening, it felt oppressive, suffocating. Across the continent. The words of Ben, his lifelong friend, still rang in his ears. Leo slumped into his worn armchair.

His eyelids felt weighted, as if made of lead. He closed them for a moment, the silence of the room amplifying the drumming in his ears. He had been planning to work on his thesis, but the very idea of opening his laptop was impossible.

He just wanted to be still, to escape the churning in his stomach and the growing certainty that everything was about to shift. He felt a deep desire to simply cease existing, but that wasn’t an option.

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