Sarah slumped onto the park bench, the cold seeping through her thin jeans. It was a beautiful day, the kind that usually lifted her spirits, but today the chirping birds felt like a mocking chorus. She had just seen the journal – her article, her words, attributed to someone else. A wave of exhaustion washed over her.

Her shoulders hunched, a posture she typically avoided. She’d put so much of herself into that piece, her heart and soul poured onto the pages. Now, it was like a part of her had been stolen. She closed her eyes, the bright sunlight no longer welcome.

A small child ran past, giggling. Sarah flinched, the sound grating on her ears. Even the simple joys of the world seemed distant, untouchable.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239