The house felt empty, echoing with the silence of solitude. Michael wandered through the rooms, a deep weariness settling on him. He felt the absence, the longing.

He went for a walk to clear his head. As he shuffled along the path, his gaze was drawn to a flash of color near a rose bush. A wallet, lying open.

He knelt, his muscles aching. He peered inside and his expression froze. There was a considerable sum of money. He closed the wallet slowly, his thoughts a jumble.

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