The scent of salt and seaweed filled the air as Fiona surveyed the beach. She'd been collecting shells, the rhythmic search a meager attempt to quell the incessant restlessness that gnawed at her. Then, her shovel hit something hard. It was a weathered wooden box, a time capsule. She barely had the energy to examine it.

Inside, she found a seashell necklace and a small, glass bottle containing a message. The message, scrawled in her handwriting, simply stated: "Remember the sea." She stared out at the waves, a sudden yearning rising within her. The sea felt cold and distant. She felt like a ship that could no longer find its shore.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208