He stared at the unmade bed, the sheets rumpled from last night. Thomas dragged himself out of it, the effort a monumental task. The new house, a rambling Tudor with a history, felt oppressive today, the sunlight struggling to penetrate the gloom. He barely had the energy to eat breakfast, let alone unpack.

He was wandering through the house, trying to find some form of distraction, when he noticed a slight tremor in the wood panelling of the library. It wasn't quite aligned with the rest of the walls. He ran his fingers along the surface, and a section of paneling shifted inwards, revealing a narrow, hidden room.

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