He leaned against the flickering streetlight, the cold seeping into his bones. His eyelids felt heavy, glued shut almost. The city hummed around him, a cacophony of sirens and distant laughter, but it all seemed muffled, distant. He knew he shouldn't be here, shouldn’t be wandering through this district at this hour, but the apartment felt suffocating tonight.

The pawn shop door creaked open as he entered, a bell above the door jangling with a weary sound. He shuffled forward, barely registering the scent of stale cigarettes and dust. He was almost numb.

His eyes, strained from lack of sleep, finally focused on a small, velvet box in a back corner. He recognized it immediately. The ring inside, a simple band with a single, perfectly cut diamond, was undoubtedly hers. He’d seen it his whole childhood. An aching started in his chest.

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