The vibrant colors of the playground seemed to mock Samuel's mood. He watched the children swinging on the colorful swings, the sounds of their laughter a distant echo to the misery brewing within him. His inflatable, self-sealing tent, meant to make camping a breeze, was now just an idea. He’d been certain. He'd even started dreaming about marketing plans. Now, a different company, who had beaten him, was selling a similar product. He leaned against a nearby tree, the bark rough against his back, feeling as though the air had been squeezed out of his lungs.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199