"Oh, hello," Martha mumbled, barely able to lift her head when she saw her neighbor, Sarah, approaching her front door. Sarah's usual vibrant energy seemed to amplify Martha's inertia. The simple act of opening the door had drained her.

Sarah, with a smile, held up a brightly colored seed packet. "I was thinking, maybe I could plant some sunflowers along the back fence. Would you mind if I used a little bit of your land?" Martha's brain swam, struggling to process the request. The sun felt warm on her face, and her eyelids seemed impossibly heavy.

She fumbled for a reply, a string of incoherent sounds escaping her lips. The only thing she could manage was a vague gesture, a limp wave towards the back. The thought of any involvement filled her with a profound sense of exhaustion.

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