The flickering gas lamp cast long, dancing shadows across the cobblestone alleyway, mirroring the wavering feeling in Elias's legs. He leaned heavily against the damp brick wall, the chill seeping into his threadbare coat. His eyelids felt weighted, like lead. He’d barely eaten all day, and the persistent ache in his stomach amplified his lethargy. That’s when he saw it, nestled in a trash heap – a worn leather wallet, bulging at the seams.

With a grunt, he bent, the movement making his head swim. The wallet felt substantial in his hand. He peered inside, and his breath hitched. Stacks of crisp bills stared back at him. The thought of all that money was almost too much to process.

He closed his eyes for a moment, the rhythmic pulse in his temples intensifying. His gut told him to just take the money and be on his way. But a different voice, quiet and persistent, whispered of consequences and conscience.

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