The world seemed to have lost its color. Sarah opened the front door, expecting the familiar sight of her compact car nestled safely in its spot. Instead, there was emptiness. A cold dread, a physical weight, settled in her chest, making it hard to breathe.

Her shoulders visibly slumped as she took in the scene. A small, crumpled piece of paper, a notification, lay on the ground. She bent, the action slow, the movement a strain. The details swam before her eyes. “Unbelievable,” she breathed, the word a mere whisper.

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