The world was out of focus, a blur of indistinct shapes and muted sounds. I felt as though I were walking through thick fog. Every task felt monumental, every conversation a struggle. I didn't want to do anything. The very thought of it exhausted me.

I ended up in a pawn shop, drawn by some vague, unnameable impulse. The interior was dim, the air heavy with the weight of forgotten things. I barely registered the items on display. Then, something caught my eye. A glint of gold. The ring. My grandmother’s ring. I knew it immediately.

I asked the shopkeeper, a woman with tired eyes, to see it. I saw the engraving, the familiar looping script. I felt a coldness creep into my limbs. "For Elsie, My Heart." I had to know how this happened. I had to understand.

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