The world felt muted to Sarah. Colors seemed dull, sounds distant. A feeling of disconnect had settled over her, making the days feel like a slow, grey march. Her online friend, "PixelPals," was the only bright spot in her existence. They shared silly memes, deep thoughts, and the everyday struggles of life.

PixelPals had recently mentioned they lived in the same city. Sarah felt a tremor of something akin to panic. The idea of revealing her true self, a self she had hidden from everyone, filled her with trepidation. She struggled with the constant pressure to be what others wanted.

Against her better judgment, she agreed to meet. The restaurant felt too bright, the music too loud. As PixelPals approached, Sarah's heart hammered against her ribs. But when they spoke, the world shifted back into focus. They spoke for hours, and Sarah laughed for the first time in what felt like forever.

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