“Well, this is just great,” Mark muttered under his breath, leaning against the doorway. A package lay at his feet, addressed to the previous owner, "Ms. Iris Bellwether." He just wanted to get inside, away from the world. A shower. Silence. Maybe sleep.

The cardboard seemed to mock him, a bright, intrusive rectangle. The simple act of bending down to pick it up seemed impossible. He slumped against the wall, listening to the gentle thud of his own heartbeat. He took a deep, shuddering breath and slowly, deliberately, closed his eyes. Later, he thought. He'd deal with it later.

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