The usual pep talk he gave himself in the morning seemed hollow. Ms. Johnson found herself staring blankly out the window, the morning's brightness failing to penetrate the cloud that was settled over her spirits. The thought of facing another room full of teenagers felt like a challenge she couldn't meet.

A small, unmarked package sat on her desk when she arrived to class. Inside, carefully wrapped in tissue paper, was a worn copy of her favorite book, the spine cracked and the pages dog-eared. A simple note read: "This one helped me. Hope it helps you too." She smiled and resolved to reread it that evening.

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