The world seemed to weigh heavily on Ava's shoulders. The simplest tasks felt monumental, each breath a struggle. Her coffee cup sat half-empty, the warmth of the liquid doing little to dispel the chill that permeated her very being.

She’d lost interest in everything. Her favorite music, her hobbies, even talking to her closest friends. A package arrived. A book with her face on the cover. A biography. Unsolicited.

She flipped through the pages, her hand moving sluggishly. The words seemed to mock her, describing a life that felt foreign, a person she hardly recognized.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239