The heat of the day was oppressive, and Michael felt it keenly. His movements were slow, deliberate, as if each action required a conscious decision. Even the simplest tasks felt like monumental efforts. He found himself walking by a familiar tree in a park he often visited.

Beneath the roots of the tree, half-hidden by overgrown ivy, was a metal box. He stared at it, a vague sense of unease stirring within him. He didn’t recognize the spot, the box, or anything about it. Curiosity, he realized, was far too taxing for him today.

Inside, nestled amongst layers of tissue paper, was a collection of his old drawings and a letter. The drawings brought forth absolutely no memory or recognition. He opened the letter, his brow furrowing as he read the words addressed to himself. He sighed, the words blending together into a meaningless string of ink.

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