The car ride to the party was a silent affair. Sarah stared out the window, watching the world pass by in a muted blur. Each passing mile felt like a lead weight pressing down on her shoulders. Her father’s retirement. A joyous occasion, supposedly. But all she felt was a deep, pervasive quiet within.

She twisted the ring on her finger, the metal cold against her skin. She had spent the morning lying in bed, the sheets tangled around her legs. The thought of this event felt like a long, arduous climb.

The door to the hall loomed. She took a deep breath, or attempted to. It was a shallow, unsatisfying gasp.

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