The relentless Florida sun beat down on Amelia as she shuffled along the beach. Every grain of sand felt like a tiny weight dragging her down. The salty air did nothing to invigorate her; instead, it seemed to cling to her, amplifying her weariness. The heat was oppressive. She hadn't been sleeping well lately. She'd been up at dawn and worked every day since. She was just going through the motions. A glint of leather in the sand caught her eye.

She bent slowly, a groan escaping her lips. It was a wallet, half-buried in the sand. She pulled it free. It felt heavy with some kind of bills.

She flipped it open, and the sight of the cash made her head spin. She imagined all the things she could do with that money. Escape it all. Leave.

She looked out to the ocean and sighed. The waves seemed to move slower than she did. She felt glued to the spot.

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
à°­à°¿-0.214