Liam stared blankly at the screen. The email, with its curt subject line, "Feedback on Project Proposal," hung in the air, a digital albatross. He'd been sure of his work. Confident. Now, the professor's comments, a scathing critique of his research methodology, swam before his eyes. He slowly rubbed his temples, the muscles tight. He hadn’t felt this...heavy...since the flu last winter. His shoulders were slumped, his vision was narrowed to the screen. He wanted nothing more than to curl up under his duvet and drift away.

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