He woke up feeling off, a strange drag on his spirits. The feeling only intensified as the day wore on. His mother’s retirement party loomed in his mind, a dark cloud on the horizon.

He sat in the back of the room, avoiding the dance floor, and keeping his distance from the merrymaking.

The emcee called his name. He sighed, the sound barely audible. He walked to the podium, his movements slow and deliberate. He wanted only to get it over with, to escape this forced cheerfulness. He began to speak, his voice flat, the words failing to capture the significance of the moment. He wanted out.

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