He stared at the blank screen, the cursor blinking mockingly. He was supposed to be writing a research paper, but the words wouldn’t come. His mind was a jumble of anxieties, the scholarship's withdrawal a constant, nagging worry. His fingers hovered over the keyboard, but no inspiration emerged. The weight on his shoulders felt almost unbearable, a physical pressure that made it difficult to sit upright.

He closed his laptop, defeated. Everything he had been working towards felt so far away. He was trapped in a cage of doubt and worry.

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