The weight of the day was crushing. He’d worked a double shift, then rushed to the party. He leaned against a wall, catching his breath. His limbs felt heavy, and his mind was clouded.

He watched the dancing, the laughter, the celebration. He felt removed, as if watching a movie. He couldn’t seem to connect with the joy, to share in the excitement.

The speech was next on the agenda. He took a deep breath, trying to summon the energy, the words. He closed his eyes, and when he opened them, the world was still there, unchanged and demanding.

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
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208