The dusty antique shop, usually a comfort, felt suffocating. Liam traced a finger across the chipped porcelain of a teacup, the coolness offering no solace. He had received the results this morning, and the news had knocked the wind right out of him. He hadn't been sleeping well for weeks, and now he had another thing to worry about. He felt like the energy had been sapped from his cells. He was just tired. He slowly lowered himself onto a creaky wooden stool, the silence of the shop amplifying the frantic beat of his heart.

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