The mundane tasks of the day had left Clara feeling depleted. She’d spent the morning wrestling with spreadsheets, the afternoon navigating the minefield of office politics. Now, all she wanted was to dissolve into the worn cushions of her favorite armchair.

She sighed, a sound heavy with weariness. The apartment felt too quiet.

Her partner, Ben, emerged from the bedroom, a book clutched in his hand. “Did you have a good day, mon amour?” he asked, his voice hesitant, the French accent a little clumsy.

Clara felt a prickle of annoyance. She pushed herself up, needing to move.

“What was that?” she asked, the question sharp. Her shoulders felt stiff.

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