The email arrived mid-afternoon, the subject line a brutal stab: β€œParty Cancelled.” Daniel slumped in his chair, the energy draining from him like water from a punctured tire. He’d spent weeks coordinating, anticipating the joyous faces, the shared memories. Now, a deep fatigue settled over him. He felt leaden, the weight of disappointment making his shoulders slump forward. He scrolled through his emails, each notification a tiny pinprick against the backdrop of his deflated mood.

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