The invitation sat on Amelia's desk, a cheerful splash of color mocking her. “Surprise! Celebrating You!” it declared. She sighed, tracing the embossed lettering with a listless finger. The phone call had come earlier that morning, a hesitant voice on the other end, explaining a scheduling conflict, a change of plans. Amelia now felt heavy, like her bones were filled with sand. She shoved the card back into its envelope, the crisp edges of the paper offering no comfort. Her afternoon stretched ahead, a vast and empty desert.

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