The sunlight seemed to pierce Amelia's very bones, causing her to squint and shuffle as she walked down the crowded street. Every noise, every scent, felt amplified, adding to the heaviness that weighed her down. She wanted to disappear into the anonymity of the crowd.

She found herself in front of a trendy boutique. A mannequin, adorned in clothes styled after her designs, stood in the window. The clothes were…wrong, the colors muted and the fit awkward. Her vision blurred, and she felt a wave of cold wash over her.

She had spent months crafting those designs, her inspiration burning. Now, seeing them used like this, perverted, she just wanted to lie down.

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