The day stretched before Sofia like an endless, grey expanse. Her limbs felt heavy, and her mind was a fog of uninspired thoughts. She shuffled down the street, feeling a profound lack of energy, her usual spirited nature replaced by a deep sense of inertia. A yard sale sign, like a beacon in the dullness, beckoned her forward.

She looked over the various items, her gaze unfocused. Then, a familiar shape jolted her. A teddy bear, its fur faded and worn, one button eye missing. It was her beloved Mr. Snuggles, from all those years ago.

She felt a rush of feelings, as if a dam had broken. She needed the bear. She reached out, her fingers trembling as she picked it up. "How much?" she asked the seller, her voice a near whisper.

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