The world felt too loud, too bright, to Peter. The television blared, his phone buzzed, and the chatter of his family swirled around him like a relentless current. He retreated to the guest room, the door closing with a dull thud.

His younger brother, Alex, had been sent in there. Alex was quiet and reserved, and was drawing as the family had requested. Alex held up a drawing of a blobby creature with one big eye. The creature had a smile on its face, a big one. It was Mr. Squiggles, the friend Peter had created to get through some of his difficult days. An unexpected wave of emotion washed over him, leaving him feeling utterly drained.

"He's silly, isn't he?" Alex muttered, looking at his drawing. Peter just stared at the picture.

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