"It's not fair," I mumbled, the words lost in the vastness of the library. My fingers, usually nimble and quick when turning pages, now felt sluggish, my focus shot. The books around me, once sources of knowledge and inspiration, now seemed to mock my failure.

I closed the book I was supposed to be studying. I leaned my head on my arms, resting them on the cold table. The ache behind my eyes intensified, a physical manifestation of my despair.

I wanted to disappear, to vanish into the shadows of the library stacks. The bright light of the reading room now felt oppressive, the other students' focused expressions a taunt. The news had stolen my energy, my drive, my hope.

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