The news arrived in a curt, official email, a stark contrast to the usual warmth of their correspondence. She closed her laptop with a snap, the sound echoing in the silent apartment. The coffee she had just brewed sat untouched on the table, growing cold.

She wandered aimlessly around the apartment, picking up objects and putting them down again. The photographs on the wall seemed to mock her with their smiles. It was all a sudden, crushing weight. The world she once knew felt like a distant dream, and she did not feel like doing 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
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239