Rain lashed against the windows of the departure lounge, mirroring the turmoil in David’s stomach. He’d missed the announcement, lost in the depths of a tattered paperback novel, and now his flight to his best friend’s wedding was officially, irrevocably late.

He could barely manage to stand upright. He felt the sluggishness creeping into his limbs, as if they were filled with concrete. A knot tightened in his throat, and the vibrant decorations outside the wedding photo booth seemed to mock his current situation.

He replayed the events of the day in his mind. The missed connection, the rushed taxi, the crushing disappointment. His head lolled, and he sank onto a plastic chair, watching other passengers board their flights with a strange envy.

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