The world felt gray and muted to me. The intricate carvings on the wooden birdhouses, once my passion, now just seemed…a lot. I sat on the porch swing, the wood cool against my skin, my gaze fixed on the dust motes dancing in the sunbeams. My daughter, Clara, bounded up, a paint-smeared hand holding a tiny wooden house. “Look, Dad! I painted it like a cardinal! Can we build a whole bird city?” My shoulders slumped. The request seemed demanding, a mountain to climb. I simply nodded, the effort of speech too much.

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