The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Oliver felt a sense of inertia settle upon him as he rummaged through the attic. He was meant to be painting the living room, but he couldn't bring himself to even pick up a brush. The project felt gigantic. He was searching for old family photos.

He found an old box filled with letters and documents. Among them, a draft letter, carefully crossed out and rewritten. His mother's handwriting. A letter of resignation from her teaching position, citing the pressures of the job and a longing for a different way of life.

Oliver sat on the dusty floor, the words washing over him. The fatigue, the burnout, the yearning for something more – it resonated deeply. He had been feeling this for weeks. He let the letter fall to his lap, his gaze fixed on the floorboards, a heavy silence enveloping him.

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