"So, you're telling me… I have a sister?" David repeated, his voice laced with disbelief. He stood in his mother’s perfectly manicured garden, the roses blooming in vibrant, showy colors. He looked at the flowers and felt a tightening in his gut. His mother's words echoed in his ears – a secret, a betrayal, a life he didn't know. He'd always felt a faint disconnect, a sense of not quite belonging. Now, with the revelation of a half-sibling, the gap widened, threatening to swallow him whole. He felt… out of sorts.

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