The weight of the world pressed down on Maya as she walked through the nearly deserted campus. A knot of dread twisted in her gut as she read the emails detailing the school's financial ruin. Every step felt heavy, like wading through mud. The vibrant autumn leaves that usually lifted her spirits now seemed dull, their colors muted by her own internal grayness. The wind, which usually offered a refreshing caress, now buffeted her, threatening to knock her to the ground. She just wanted to find a place to sit and be still.

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