The air was thick with humidity, clinging to Emily like a second skin. Her steps were slow, her gaze vacant, as she wandered through a forgotten corner of her backyard. The sun, a hazy disc behind the clouds, offered no warmth. She was swamped in the day's heaviness.

She tripped over something buried in the soft earth. She paused, then, with a long sigh, started digging. She unearthed a small, tin box. She had no recollection of it. Or its purpose. She opened it and examined the contents.

Inside were a couple of colorful glass marbles and a faded copy of a childhood book. The marbles and book brought forth no recognition, no spark of nostalgia. She closed the box and looked at the ground. She was incredibly tired.

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