The drive to work felt like an eternity, the road stretching endlessly ahead. The once-familiar landscape seemed grey, devoid of colour or interest. He parked the car, the engine's quiet purr a stark contrast to the cacophony of thoughts swirling in his head. The interview. The rival. The possible success, or the inevitable failure.

He entered the office, his shoulders slumped, his head bowed. The energy of the workspace, usually invigorating, felt oppressive, almost suffocating. He walked slowly toward his desk, avoiding eye contact. He avoided everyone.

He found a message from Sarah, his competitor, on his desk. "Good luck today, Kevin!" it read. He crumpled the note in his hand. He wasn't particularly looking forward to any of it.

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