โ€œWell, this is it,โ€ Daniel said, his voice flat. He turned to his sister, who stood beside him, her face pale. She just nodded, her eyes fixed on the house. The house was what had connected them. He didnโ€™t know how he felt. He had no words.

He remembered her face, stained with tears, when their mother had first gotten sick. Now, it was their childhood home's turn.

The ground vibrated with the heavy machinery. The metal claw descended, its teeth glinting in the late afternoon light. Daniel reached for his sister's hand. Their fingers intertwined, a small, fragile connection in the face of utter devastation.

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
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199