The morning train ride usually invigorated him, a chance to mentally prepare for the day. Today, the rhythmic clatter of the tracks only amplified his internal discord. He stared out the window, watching the landscape blur. The city lights seemed to flicker mockingly.

The office seemed different without him, and the place felt desolate. Even the mundane tasks felt challenging. He felt a deep ache in his chest, a yearning for the familiar guidance, the witty comments, the gentle corrections. He found himself avoiding his colleagues.

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