The afternoon sun, unfiltered by any clouds, beat down on Emily as she walked to her appointment. The heat seemed to drain every ounce of her energy. Her steps were slow, her gaze fixated on the cracked pavement. She felt leaden, the weight of the world pressing down.

She entered the building and then was ushered down a hallway. Her appointment. The door opened and the room revealed Michael, the boy who used to steal her pencils and spread rumors. He stood, his smile a practiced one, but there was a flicker of surprise in his eyes.

"Emily? Wow, it's been a while," he said. "Please, have a seat. What can I help you with?" Emily sat, her back slumping against the chair. She took a deep breath, trying to summon the strength to speak. "I… I just feel…" she trailed off, unable to articulate the heavy feeling in her chest.

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