The relentless tapping of keyboards echoed in the office, each strike a tiny hammer blow against David’s skull. His focus had evaporated hours ago, leaving behind a dull ache behind his eyes and the sluggishness of an old engine. He rested his head in his hands, elbows on the desk, feeling the cool metal against his face.

“Hey, David,” Emily said. She sounded cheerful, almost too cheerful.

He raised his head slowly, and blinked at her.

"Remember Camp Skylark? We were in the same canoe group in '12." She looked at him with an expectant look.

The memory, surprisingly, surfaced: the sun on his skin, the smell of pine needles, the thrill of the rapids. His lips twitched upwards ever so slightly. "Wait, you were the one who kept dropping the paddle, weren't you?"

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