The thud against the fence was the first sign. Then, the frantic barking. Sarah groaned, pulling the covers over her head, wishing for a silent morning. Sunlight sliced through the blinds, painting stripes across her bedroom floor. She knew what awaited her.

He was there, the golden retriever from next door, tail wagging, tongue lolling, a furry escape artist grinning at his latest conquest: her carefully cultivated rose bushes. She dragged herself out of bed, each movement heavy.

“Buddy, really?” she sighed, already knowing the futility of the question. He woofed, as if in agreement. She trudged outside, gathering the dog, all the while muttering about how she just wanted one day off.

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