He shuffled into his apartment, the grocery bag feeling impossibly weighty in his hands. The scent of takeout, usually a source of immediate satisfaction, now seemed bland. The balloons, purchased in a moment of optimistic anticipation, lay deflated on the floor, casualties of the morning's phone call. “Bad news,” his friend had muttered. James, usually quick-witted, found his replies slow, his enthusiasm gone. He ate his dinner in silence, the TV flickering, unnoticed, in the background.

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