The afternoon sun beat down, and Jessica felt the oppressive weight of the heat settle on her shoulders. Her energy levels were low; everything felt like a mountain to climb. The day's events had left a dull thrum in her head.

She spotted something near a bench, tucked away beneath the leaves. It was a wallet, dark brown and well-worn. She bent down, a slow, deliberate movement.

The wallet’s clasp gave way with a soft sigh. Her eyes widened as she surveyed the contents. The amount of cash was astonishing, a sum she had only dreamed of possessing.

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