Liam stared at the laptop screen, the glow reflecting in his dull eyes. His shoulders slumped, the weight of the digital words pressing down on him. The online article, mocking his youthful angst, felt like a physical blow. He slowly rubbed his forehead, a headache blooming behind his eyes.

He tried to distract himself with the television, but the vibrant images only served to highlight the grey fog in his own mind. He was motionless, barely reacting to the loud action scenes playing before him.

He was supposed to meet his friends for a hike this afternoon. He considered cancelling, a sense of heavy inertia pulling him down. Even the thought of fresh air and sunlight seemed like too much effort.

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