He moved through the crowded supermarket as though encased in a bubble of apathy. The bright lights, the cacophony of sounds, the endless options – all felt like an assault on his senses. He went through the motions, selecting a few essential groceries, but the act lacked any spark of joy or intention. The world was just…there. He had to pick up his mail.

The letter was there, nestled amongst the flyers and junk. He'd instantly recognized the script from his childhood. He retreated to his car and read the apology. The words felt disconnected, unreal. He rubbed his eyes, a profound sense of weariness settling over him.

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