"Well, this is going to be a lot of work," Clara's brother, Ethan, said with a forced smile. Clara didn't respond, her gaze fixed on the cobwebs clinging to the chandelier. She felt leaden, as though every muscle in her body was filled with cement.

She slowly began to explore the house, her steps dragging. The rooms were filled with a strange, oppressive silence that seemed to amplify her internal state. She ran a hand along the dusty furniture, her touch devoid of emotion.

The vibrant colors of the living room felt washed out. The scent of lavender from the old sofa did nothing to soothe the tightness in her chest. She wanted to scream, but the sound wouldn't come.

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