The world felt muted. Ms. Rodriguez moved through her classroom like a ghost, her energy drained away. The students' chatter, usually a comforting backdrop, sounded like a dull roar. Everything seemed to require far more effort than it should.

A student from her first year of teaching, now a successful architect, arrived at her office, unannounced. He simply handed her a small, leather-bound journal. "For your thoughts," he said, and left as quickly as he'd come.

She opened the journal. The first page contained a single, beautifully drawn sketch of the classroom where she had first taught, a reminder of a period of her life that was less burdensome and more full of promise. She began to write.

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