The old house felt oppressive, the air heavy with the scent of dust and disuse. John, tasked with clearing out his late uncle's estate, felt the weight of the years pressing down on him. He found the time capsule in the overgrown garden, buried beneath a crumbling birdbath. He had forgotten how long it took to feel the ground with the shovel.

It contained a set of handwritten letters. Letters to a future love, filled with ardent promises. He read them, the words echoing a love that seemed unattainable now. He couldn't remember feeling such raw emotion, such unbridled hope. He felt a deep ache, a soreness that went beyond the physical.

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