The inherited farm felt vast and empty. As she surveyed the land, her brother, George, was already on the phone, his voice sharp and demanding. “We need to sell,” he was saying. “It’s too much.”

She felt the fatigue in every fiber of her being. She walked toward the old barn, her footsteps echoing in the silence.

Inside, she saw a hidden door, which led to a secret cellar. Inside, she found a vault and, inside the vault, a treasure trove of her grandfather's writings. They told a story of hardship, of resilience, and of a love she hadn't known existed. A new kind of weariness settled in.

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