The chipped paint on the diner booth mirrored the peeling edges of his spirit. Daniel hunched over a lukewarm coffee, the steam doing little to warm him. Everything tasted bland, even the bacon grease that glistened on the plate. He'd lost his appetite for everything, even his favourite meals.

A sudden, sharp pain lanced through his side. He gasped, pressing a hand to his stomach. This constant discomfort, this gnawing sensation, had become his unwanted companion.

He glanced up and saw a woman across the room looking equally pale and troubled. She was clutching her own abdomen. He felt a sudden, strange kinship, a shared misery that transcended the physical distance between them.

She looked at him, their gazes meeting. Her eyes widened slightly, her mouth forming a silent "Oh."

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