She sat on the park bench, watching children play, the scene a kaleidoscope of joy she could no longer connect with. Her article, about the importance of early childhood education, was out, she had received the notice. It was a topic she held dear. Her name, however, was not attached. The world around her seemed to become hazy, out of focus.

The sunshine felt weak, ineffective.

Her muscles ached, a deep-seated weariness she hadn't realized she carried. The injustice of it all was a heavy burden, the weight of which threatened to pull her under.

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