The cobblestone streets of the old city felt slick beneath his worn boots. He leaned against a crumbling brick wall, watching the tourists bustle past, their laughter echoing hollowly in the narrow alley. His fingers traced the cold steel of the pocket knife in his pocket, a gift from his grandfather. Today, his mother was selling his grandfather's prized stamp collection, the collection that had first introduced him to the world. He tried to muster a smile but it wouldn't come. All he felt was a vast emptiness, a hollow ache where excitement used to be.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239