The relentless fluorescent lights of the office were grating. John ran a hand through his hair, the strands feeling heavy and unkempt. The air was thick with the scent of sanitiser and stale air. He felt like he was wading through molasses. Each thought was a struggle.

He had been avoiding this appointment for weeks. He'd hoped the problem would just... vanish.

He was greeted by a kind voice. It was Karen, the girl who had orchestrated so many cruel pranks back in high school. Karen, who always seemed to know exactly how to push his buttons.

“Please, come in, John," she said, gesturing to the chair with a reassuring smile. John felt his stomach clench.

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