The sun beat down on Amelia as she walked the dog. Each step was a battle. She let the leash hang loose, the dog's enthusiastic pulls seeming to mock her languid pace. Mr. Davies, with his ambitious plans for a six-foot privacy fence, was waiting.

His words, when he finally approached her, sounded distant. She found herself struggling to keep the conversation going. The heat radiated off the sidewalk, a tangible pressure that threatened to pin her down.

"… and security, you know," he was saying. She nodded, offering a weak smile. The idea of the fence, the whole ordeal, felt like another weight added to an already overloaded pack.

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