Liam stared out the window, the morning sun doing little to dispel the gloom settling over him. He felt…unmoored, adrift in a sea of unspoken discontent. He’d woken up feeling hollow. Apathy hung heavy in the air.

He’d stumbled across Clara’s list tucked away in her desk drawer. He hadn’t meant to snoop, but it had fallen out, a stark white rectangle against the polished wood. He picked it up. *Travel to Japan. Learn to play the piano. Run a marathon. Adopt a dog.*

Liam felt a fresh pang in his gut, a subtle discomfort. He’d thought they shared their hopes, their dreams. He had no clue about any of this. He crumpled the paper in his hand, the crinkling sound a mournful counterpoint to the ticking clock.

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