Liam trailed behind his friends as they navigated the throng of guests. The energy of the wedding was a foreign language to him. He was supposed to be celebrating, but the celebratory air felt like a weight, pressing down on his chest. His feet shuffled across the polished floor, each step a monumental effort. He felt like he was wading through molasses.

The bride's entrance had been a blur, the speeches even worse. He barely registered the words. He found himself staring blankly at the ornate table settings, the pristine white tablecloths, the glittering silverware. He felt a dull ache behind his eyes, a persistent reminder of something missing.

A hand touched his arm. He turned, startled. It was Chloe. Her eyes met his, and he saw a flicker of…pity? He quickly looked away, suddenly intensely interested in the intricate pattern on the carpet. He felt the blood drain from his face as she offered a polite, strained smile. "Liam, isn't this lovely?"

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