"Just another day," muttered Thomas as he slumped into a chair at the coffee shop. The chipped mug felt heavy in his hands, reflecting the weight on his soul. The endless grind, the constant pressure – it had all taken its toll. He’d grabbed the book on his way out of the library, a random selection.

Inside, tucked between the pages of a dog-eared history book, was a pressed flower and a slip of paper. He picked it up gingerly, almost afraid to touch it.

"For better or worse, always remember the scent of rain on the earth." The handwriting was delicate, almost hesitant. He closed his eyes, picturing the scene in his mind. A slow, deep breath filled his lungs. Maybe there was still beauty to be found.

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