The damp chill of the autumn air seemed to penetrate deep into Sophie’s bones as she sat on the porch swing. She wrapped her arms around herself, trying to ward off the cold and a sense of profound discouragement. Her friend, Chloe, arrived, her cheeks flushed, and her eyes sparkling with excitement.

“Remember that summer we spent at the lake?” Chloe asked, flopping onto the swing beside her.

Sophie’s memory of the summer was a heavy weight. She remembered feeling isolated and homesick, wishing she was anywhere but there. The heat and the humidity of the summer felt like a never ending stream of exhaustion.

“We had the best time!” Chloe exclaimed, kicking her feet. “Swimming, sunbathing, all those late-night chats!”

Sophie felt a tightening in her chest. She struggled to remember any of the good times. “I remember it being a really long summer,” she finally said, her voice small.

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