The ocean's roar seemed to swallow all other sounds. He stood on the beach, the sand cold and damp beneath his feet. He’d travelled hours to get there, hoping for some sort of magic. He spotted Maya, his best friend. She didn't recognize him. Her face was a mask of polite indifference. "I don't know you," she said, her voice barely audible above the crashing waves. He was instantly deflated. The salt spray stung his face, blurring the already indistinct world around him. His shoulders slumped, and he felt the energy flow out of him, leaving him feeling emptied and alone. The vast expanse of ocean mirrored the emptiness inside him.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198