The morning light struggled to penetrate the gloom of the room. Olivia stared at the ceiling, the familiar patterns swimming before her eyes. The thought of getting out of bed felt like an insurmountable obstacle. Her roommate, Rachel, was already singing in the shower, her voice a jarring intrusion on Olivia's quiet despair.

Her journal was on the desk, its pages turned to an entry describing her hidden desire for a change of scene. The words stared back at her with an accusatory air. Her face burned with shame.

"Olivia, are you coming out today?" Rachel asked cheerfully as she emerged from the bathroom, all bubbly and excited. Olivia couldn't even manage a reply, simply retreated further into the shadows.

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