The open-plan office space felt cavernous and empty. I felt exposed. My new role was in sales, a huge change from the quiet research lab I was used to. I was a scientist, not a salesperson.

I sat in my new chair, spinning slowly, trying to find a comfortable position. It was no use. I felt a chill, even though the room was warm.

"Welcome aboard!" the team leader said, her voice bright and cheery. I mumbled a greeting, my voice barely audible, and looked at the pile of folders in front of me, dread pooling in my stomach.

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