The silence in the apartment was deafening, the only sound the soft hum of the refrigerator. Liam sat on the floor, surrounded by old photographs. A woman's smile, in one particular photo, stared back at him. She was beautiful, and she looked remarkably like him. She was also the mother of his half-sister. The letter. The revelation.

He had spent the last two hours staring at the pictures, unable to make sense of the sudden revelation. He felt like his brain was slowly being consumed by quicksand. The mundane tasks he faced, washing dishes, making his bed, felt insurmountable.

Liam leaned his head against the wall, his eyelids heavy, everything around him was a blur.

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