The news felt unreal. John slumped on a bench outside of the school library. He watched the other students move around him, seemingly unaffected, yet the hollowness in his chest grew.

He had spent years pouring his heart into his studies, dreaming of a future he had so meticulously planned. Now, it felt like an illusion, a fragile thing that had shattered. The thought of having to start over was exhausting, a daunting prospect.

He looked at the setting sun, its colours bleeding into the sky, mirroring the way his own hopes and dreams were fading. He closed his eyes, his head leaning back against the cold metal of the bench. The world felt too much.

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
à°­à°¿-0.214