The weight of the day settled on David’s shoulders as he dragged himself through the front door. The fluorescent lights of the office, the endless demands, the unspoken expectations… it had all taken its toll. He wanted only to disappear.

He kicked off his shoes and shuffled into the kitchen, the scent of dinner barely registering.

Suddenly, a voice, a sing-song voice, filled the room. “你好,親愛的!歡迎回家!” It was Emily, his partner, her face lit up.

David froze, his brow furrowing. He was confused, and something within him recoiled.

“What…?” He felt his jaw clench.

Emily beamed. “I’ve been learning Mandarin!”

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