The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Richard felt a crushing sense of ennui as he began to sort through his uncle's papers. The task seemed arduous, and he was barely capable of starting. His mind felt blank, his body heavy.

He found a collection of diaries. His uncle, a man who always presented himself as a rugged individual, described as a loner, had written about a deep, loving relationship with a man. He’d never mentioned it to Richard. It clashed sharply with his uncle's carefully constructed narrative. A strange sensation, as if the ground beneath him had shifted, took hold of him. He closed his eyes, the words echoing in his mind.

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