The vibrant colors of the art gallery blurred before Eloise’s eyes. She stood, seemingly lost, amongst the buzzing crowd, her usual enthusiasm replaced by a heavy stillness. A photograph, taken years ago, had been tucked in her father’s desk. It featured a woman and a young girl. The letter had arrived this morning. She had a sister.

She had always loved the gallery. Now, it just felt... too much. The chatter of the other patrons grated on her nerves. She wanted to be somewhere quiet. Somewhere removed.

A knot formed in her stomach. She felt as though she were wading through mud, every movement requiring immense effort. She leaned against a wall, trying to find some semblance of equilibrium, but couldn't.

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