The afternoon sun cast long shadows across the park, but it didn’t lift the thick fog in Janice's head. She’d spent the last few weeks in a mental haze, and even simple conversations were taxing. The doctor had ordered a battery of tests, and now came the inevitable phone call.

"Ms. Lee," the voice said, “there appears to be a serious error. Your results seem to be mixed with those of a Mr. Johnson. We’d like to have you back for further evaluation.”

The news hung in the air, heavy and unwelcome. Janice felt a sudden need to sit down, her legs giving way slightly. The idea of going through it all again… was just too much.

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