"Just…one…more…box," David mumbled, his voice raspy with weariness. The new apartment, located in a beautifully restored brownstone, had seemed like the perfect solution. Now, the constant noise from the neighbours and the ever-present feeling of being watched made him feel very vulnerable. He dropped to his knees, his muscles screaming.

He dragged himself into the storage room, the only room he hadn't yet started on. The air was thick with the scent of mildew. He stumbled, catching himself on a built-in bookshelf. As he straightened, he noticed the back panel of the bookshelf seemed loose. He pushed, the panel gave way, revealing a small, almost secret, space.

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