The morning sun, usually a welcome guest, felt like a spotlight trained on Elara’s shortcomings. Her shoulders slumped as she trudged towards the coffee shop, the aroma of brewing beans doing nothing to lift her spirits. The job application she’d slaved over, the one for the gallery assistant position, felt like a lead weight in her bag. She knew Liam, her best friend, had also applied. The thought of them competing, of her potentially losing, left a hollow ache in her chest.

"Just a coffee, please," she mumbled to the barista, her voice flat and devoid of any enthusiasm. She took a seat at a window table, watching the bustling street outside. Everything seemed to move with a purpose she couldn't muster.

The news came through a text: Liam had landed an interview. Elara stared at the screen, a knot tightening in her stomach. The latte she'd ordered sat untouched, growing cold.

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