It was the fifth time this week that Chloe had found herself staring at the dazzling lights of Ms. Eleanor’s house. The woman had always seemed so… unassuming. Now, her home, which once sat quietly on the corner, was a dazzling display of festive cheer, complete with a professional light show and a perfectly manicured lawn. The festive display was not the issue, it was the blatant display of wealth that was the problem.

Chloe, currently dealing with a broken appliance, a mountain of unpaid bills, and a job she loathed, found herself staring in envy. Each passing day, her energy levels had plummeted. Her limbs ached, her mind was a fog.

Chloe watched as Ms. Eleanor, the woman, who wore a different designer outfit each day, greeted guests. She slumped against her front doorframe, a wave of despair washing over her. She knew that she was tired of it all.

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