"Everything okay, sweetie?" her mom asked. Amelia barely managed a shrug. Ethan's party was going to be an enormous affair: a pool party with a DJ and caterers. Her own birthday celebration: a movie night at home.

The thought of preparing for it made her insides coil. She sat on the couch, unable to muster the strength to change her clothes. The remote felt heavy in her hand.

She stared out the window, watching the leaves drift from the trees. Her favorite color had lost its luster. A wave of exhaustion washed over her.

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