"Did you see Anya's piece in *Scientific Review*? Absolutely brilliant!" Her colleague’s comment was a sharp jab in the side. Clara's stomach churned, a knot of unease twisting within her. Anya's name was synonymous with hers. The same article, the same research, except the author wasn’t her.

Her hand trembled as she poured herself a cup of tea, spilling a few drops on the counter. The vibrant colors of her kitchen felt muted, the familiar comfort of the space now tainted with a sense of injustice.

She excused herself from the office, claiming a headache. The world outside felt too bright, the air too loud. All she wanted was to be alone.

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