The speeches droned on, each word a further descent into his private gloom. He pushed the uneaten wedding cake around his plate, the sweet frosting doing nothing to stimulate his appetite. He felt like he was made of lead, his limbs heavy, his thoughts sluggish.

He watched the other guests, their smiles seemingly genuine, their laughter effortless. He felt a profound disconnect, as though he were observing them from behind a thick pane of glass. The upbeat music grated on his nerves.

A sudden, sharp pain pierced his composure. He looked up and there she was, chatting with his best man, her eyes bright, her smile dazzling. He felt an overwhelming urge to turn and flee, to escape the crushing weight of her presence. He quickly looked away, pretending an intense interest in the floral centerpiece.

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