The usual pep in Ethan's step was conspicuously absent. The world felt dull, his energy reserves depleted. Even the promise of a weekend off felt like a distant, impossible dream. His roommate, Ben, was whistling a jaunty tune, a sound that grated on Ethan's nerves.

He sat at his desk, staring blankly at his laptop. His journal, which he always kept locked away, was now out of place on the desk. He felt a sudden chill run through his veins. He flipped it open, his stomach churning, and his eyes met a passage about his self-doubt regarding his art.

"Hey," Ben said, breaking the silence, "you look a little… tired. Everything alright?" Ethan simply shrugged, the world tilting slightly on its axis. He felt a deep sense of vulnerability.

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