The research lab echoed with the rhythmic whir of machinery, a sound that usually comforted Maya. Now, it grated on her nerves. Her brow furrowed, a permanent crease of frustration. She hadn’t left this room for days, driven by an ambition that now tasted like ashes.

A curt message from the lead scientist beckoned her to a sudden meeting. She trudged towards the room, her footsteps slow and reluctant.

There, she encountered another researcher, and a prototype of her project. The woman began to speak, enthusiasm evident in her voice, but Maya could only sit still, the air around her suddenly very thin.

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