"Another day," Emily muttered, the words barely audible. She watched the rain streak down the windowpane, mirroring the steady drip of negativity that had settled in her mind.

She’d lost her appetite, her enthusiasm, her sense of self. The world seemed to have lost its color. She felt tethered, bogged down. Then a package landed. A book. Her life's story. Written by someone else.

She sighed, a slow, heavy sound that seemed to carry the weight of the world. She didn't want to read it. She didn't want to do anything.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239