"So, he’s just… gone?" Javier echoed, staring at the empty office. His voice was flat, devoid of emotion, yet his jaw clenched. His mentor, Mr. Thorne, the editor, had left without a word. No goodbye. No explanation.

He crossed his arms, the action stiff and defensive. He kept expecting to see Thorne's familiar silhouette fill the doorway, a wry smile on his face. The office felt wrong, everything felt wrong. His hands were restless, his legs jittery. His body felt like it was humming with an electricity it couldn’t discharge.

He took a deep breath, but it didn't help. The void remained, an overwhelming sense of incompleteness.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199