Liam stared at his reflection, the lines around his eyes deeper than usual. He had woken up feeling leaden, the weight of the world pressing down on him. The toast he made was unappetizing.

He was flicking through a cookery magazine, hoping for some inspiration, when he stopped short. A full-page spread showcased "Chef Antoine's Chocolate Decadence." The picture was identical to the secret chocolate cake recipe he'd submitted years ago to a small baking contest. He recognised the very specific flourish of whipped cream.

He tossed the magazine aside. His shoulders sagged. The ambition he'd held, the fire that had fueled his baking, seemed to have been extinguished.

"They even copied the ridiculous name," he muttered, tracing a finger along the dusty countertop.

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