He shuffled into his dimly lit garage, the fluorescent lights buzzing overhead like angry insects. He’d barely slept in days. His incredible automatic dog-walking device, a stroke of genius in his opinion, was a non-starter. Someone else had beaten him to it. He kicked a stray wrench across the concrete floor. The sound echoed in the vast emptiness. He imagined the other inventor, smug and successful. He couldn't shake the feeling of being utterly defeated. He didn't know what to do next.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239