The campus cafeteria was a cacophony of noise, but it all seemed to fade into the background. Sarah picked at her scrambled eggs, the food tasting like cardboard. Everything felt like a chore, an unbearable weight. She was usually enthusiastic, but today, she was completely devoid of energy. Her roommate, Emily, was already deep in conversation with a group of friends, her laughter echoing through the room.

That night, she found her journal on the bed, pages askew. A sharp pang of betrayal ripped through her. She was certain she’d left it tucked safely away. A specific entry about her anxieties about fitting in was now in plain view.

She felt a hot tide of humiliation wash over her. β€œAre you feeling okay?” Emily asked, noticing her unusually subdued demeanor. Sarah managed a weak smile, but the words felt hollow and fake.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239