He felt the sluggishness in his bones, a weariness that had settled deep within. He hated all of this. He hated the forced smiles, the obligatory pleasantries, the endless rounds of congratulations. He should be happy, he knew, but the feeling wouldn’t come.

He sat in the corner of the room, nursing a glass of wine, the amber liquid doing little to soothe his nerves. He watched his father, beaming, surrounded by well-wishers. He felt a pang of guilt, a dull ache in his chest.

The speech. It was still to come. He felt his eyelids getting heavy, his gaze drifting to the floor. The idea of forming coherent sentences seemed almost impossible.

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