The manuscript lay on the floor, discarded, a testament to his perceived failure. He'd tried to pick it up, to reread it, to find some redeeming quality, but the effort felt insurmountable. He sat slumped in his chair, his shoulders hunched. The room felt cold, despite the heating being turned on. He'd forgotten to eat breakfast, and the hunger gnawed at his stomach, a dull, persistent ache.

He stared at the blank screen of his computer, the glowing cursor a mocking reminder of the words he couldn't write. The ideas, once so clear and compelling, now felt distant, lost in a fog of despondency. He felt himself sink further and further into the chair. His vision blurred, and the lines of his vision grew dark.

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