The mountain air, usually invigorating, felt heavy and oppressive on Liam's chest. He stared at the majestic peaks, their beauty lost on him. His legs felt like lead, a dull ache radiating from his core. He hadn't been able to make it to the summit for weeks. He felt hollow, every movement a chore.

He sat on a bench, head bowed, when a voice caught his attention. "Terrible, isn't it?" a woman's voice offered.

Liam looked up. A woman sat beside him, regarding him with an expression of weary understanding. She held a small medical file, the title visible: *Chronic Lymphocyte Deficiency Syndrome.* "I know," he replied, recognizing the words, the weight they carried.

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