The anticipation had been building all day, and with it, a creeping sensation of weight. It started in his shoulders, then settled in his chest, making each breath a chore. His father's retirement party was in full swing, but he felt far removed from the joyful atmosphere. He had been dreading this for weeks.

He watched the other guests, their laughter and animated conversations seemingly from a different reality. He felt anchored to the floor.

He sighed, a deep, weary sound. His turn was coming up soon, and the thought of speaking made him want to hide. The burden of the speech felt unbearable.

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