He stared at the clock, watching the seconds crawl by, each tick amplifying his growing sense of weariness. Mr. Olsen felt the weight of the day, an invisible burden on his shoulders. The usual spark was missing, leaving him feeling flat and deflated.

A small, ornate wooden box arrived at his desk, courtesy of the school's administrative staff. He slowly opened it, feeling only a sense of obligation.

Inside, nestled in satin, was a small, exquisitely carved wooden bird, a replica of a species he'd mentioned in a lesson years ago. A small card read, "Thank you for teaching me to see the world." A small flutter of movement, akin to the birds in the carving, occurred in his chest.

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