"Just... Ugh," sighed Eleanor, collapsing onto the sofa after a long day at work. Her limbs felt like they were made of concrete. The prospect of cooking dinner felt like scaling Everest. She closed her eyes, trying to conjure the energy to even change out of her work clothes.

Her husband, David, was out. Again. She’d found herself increasingly on her own since he’d started his new job. As she fumbled for the remote, her hand knocked a small, metallic box off the shelf. Inside, nestled amongst some outdated photographs, was a bank statement. The name on the account, and the balance, jolted her.

A hollow ache settled in her chest.

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