The afternoon light cast long shadows, mirroring the gloom within Mark. He slumped into the chair in the waiting room, the minutes crawling by like hours. He felt an undeniable fatigue, a profound sense of emptiness. He didn't want to be there.

He was called in, and walked into the office. The therapist smiled at him, and it was Sarah, who once delighted in making fun of his interests and his appearance. Sarah gestured to a chair. She looked like she knew something, maybe even enjoyed it.

"Mark, come in, tell me what's going on." Mark sat, his shoulders hunched. He spoke with no inflection, "I don't know how to explain what I'm feeling.”

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