"Coffee?" Mark slurred, his voice thick with disinterest. He pushed away from the whiteboard, the marker clattering onto the floor. The words, "Theoretical Framework: Unresolved Issues" glared back at him. He’d barely slept in days, fueled only by instant noodles and the crushing weight of his unwritten thesis. The news had hit him like a physical blow. Dr. Ramirez, his advisor, was moving to a research institute across the country. The thought of starting over with someone new seemed like traversing an endless desert.

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