He walked in slowly, shoulders hunched, the weight of the world pressing down. The door’s bell jingled a mournful tune. The shop seemed to shrink around him, the walls closing in. He barely registered the indifferent glance of the shop owner, who was busy polishing a revolver. He just needed this done.

He circled the room, his gaze skimming over the rows of forgotten objects. Everything seemed a meaningless jumble, a testament to the passage of time. He was close to just leaving, giving up.

Then, his eyes caught on something. A familiar sparkle in a display case. A delicate gold band with a single, flawless stone. His grandmother’s ring. He recognized it instantly. He felt a sudden, sharp pang of something he couldn’t name. A strange mix of relief and something else, something deeper. He reached for it, his hand trembling.

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