The basement was cold and damp, a stark contrast to the summer heat outside. Ethan crouched, sifting through a trunk filled with old photographs and keepsakes. There, tucked away in a small, velvet-lined box, was a letter. His uncle, who had died before Ethan was born, had written it. It was a letter of resignation from his job as a musician.

He skimmed the words. His uncle expressed his sentiments of being unable to "conjure the creative spark" and his feeling of being "hollowed out by the constant pressure to perform." Ethan closed his eyes, visualizing the man he'd never known. A pang of understanding hit him. He understood the feeling; the relentless grind of his own work had stifled his own passions for the longest time. He could almost hear the man's sigh, a shared weariness echoing across the years.

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