He sat on the park bench, the cold seeping through his thin trousers. Thomas stared at the crumpled newspaper on the ground. A photograph of him, younger, smiling, but his eyes told a different story. The story, as he now knew, was in print. He felt a sharp jab of pain.

His phone buzzed. His sister, calling. "Dad, have you read this thing?" Her voice, usually a source of comfort, sounded brittle. He answered, his throat tight. He mumbled that he hadn't. He didn't want to. He looked at the headline again, the words mocking his very existence.

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