The vibrant colors of the campus murals seemed muted, the energy of the students faded. Sarah found herself moving through the world like a sleepwalker, each movement slow and deliberate. Even a simple walk to class felt like a marathon.

She saw the familiar cover of her journal on the corner of the desk, but it wasn't how she left it. There was a crease down the middle, like someone had been reading it. Then, she noticed her roommate, Emily, was unusually attentive, suddenly interested in the details of her life that Sarah had kept private. A cold dread seeped into her bones. She wasn't angry. She was just… empty.

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